Datasets:
index
int32 0
1k
| question
stringlengths 20
303
| task_images
images listlengths 1
3
| external_knowledge
stringclasses 46
values | external_knowledge_images
images listlengths 0
3
| answer_format
stringclasses 2
values | choices
listlengths 0
9
| ground_truth
stringlengths 1
250
| capability
listlengths 1
6
|
|---|---|---|---|---|---|---|---|---|
0
|
What is the total score of the 6 arrows on the target?
|
The yellow circle in the center and the ring around it is the area for 10. The outer yellow ring is the area for 9. The inner red ring is the area for 8. The outer red ring is the area for 7. The outer blue ring is the area for 6. An arrow hitting all other areas count as a miss and get no score. If an arrow impacts the target on the boundary of two different areas, it counts as hitting the area with the higher score.
|
short answer
|
[] |
55
|
[
"RLA",
"GNDT"
] |
||
1
|
What is the total score of the 6 arrows on the target?
|
The yellow circle in the center and the ring around it is the area for 10. The outer yellow ring is the area for 9. The inner red ring is the area for 8. The outer red ring is the area for 7. The outer blue ring is the area for 6. An arrow hitting all other areas count as a miss and get no score. If an arrow impacts the target on the boundary of two different areas, it counts as hitting the area with the higher score.
|
short answer
|
[] |
55
|
[
"RLA",
"GNDT"
] |
||
2
|
You are given an image of the standard layout of a QWERTY keyboard. I have recently cleaned the keycaps on my own keyboard (the white one) and put them back together. Did I put all keycaps back into the correct place? If not, what is the mistake?
|
The reference image of the standard keyboard layout (blue keyboard) is for a full-sized keyboard. Other keyboards may have less keys. However, the relative layout of keys should be the same. Do not consider the size or shape of keycaps, just their relative location.
|
multiple choice
|
[
"All keycaps are placed correctly",
"Mistake: C and V swapped places",
"Mistake: R-Alt and Fn swapped places",
"Mistake: the punctuation area is incorrect",
"Mistake: the numpad is incorrect"
] |
Mistake: C and V swapped places
|
[
"OCR",
"RLA",
"GNDV",
"RET"
] |
||
3
|
Which city is this streetview image from?
|
This is a list of all possible city names. - Sydney
- Melbourne
- Brisbane
- Perth
- Adelaide
- Canberra
- Hobart
- Darwin
- Gold Coast
- Newcastle
- Wollongong
- Cairns
- Geelong
- Townsville
- Sunshine Coast
- Launceston
- Mackay
- Bendigo
- Albury
- Rockhampton
- Tokyo (東京)
- Osaka (大阪)
- Kyoto (京都)
- Yokohama (横浜)
- Sapporo (札幌)
- Nagoya (名古屋)
- Fukuoka (福岡)
- Kobe (神戸)
- Hiroshima (広島)
- Sendai (仙台)
- Kawasaki (川崎)
- Saitama (さいたま)
- Chiba (千葉)
- Kitakyushu (北九州)
- Shizuoka (静岡)
- Okayama (岡山)
- Kumamoto (熊本)
- Nara (奈良)
- Nagasaki (長崎)
- Utsunomiya (宇都宮)
- Taipei (台北)
- Kaohsiung (高雄)
- Taichung (台中)
- Tainan (台南)
- Taoyuan (桃園)
- Hsinchu (新竹)
- Keelung (基隆)
- Chiayi (嘉义)
- Changhua (彰化)
- Miaoli (苗栗)
- Taitung (台东)
- Pingtung (屏东)
- Hualien (花蓮)
- Yilan (宜兰)
- Nantou (南投)
- Yunlin (云林)
- Chiayi City (嘉义市)
- Keelung City (基隆市)
- New Taipei City (新北市)
- Taipei City (台北市)
- Macau (澳門)
- Hong Kong (香港)
- Berlin
- Munich (München)
- Hamburg
- Frankfurt
- Stuttgart
- Dusseldorf (Düsseldorf)
- Cologne (Köln)
- Leipzig
- Dortmund
- Essen
|
short answer
|
[] |
Perth
|
[
"OCR"
] |
||
4
|
For a person heading to Narita Airport (成田空港), which way should they go?
|
multiple choice
|
[
"Turn left",
"Go up the escalators",
"Go through the fare gates",
"Turn right"
] |
Turn left
|
[
"OCR",
"UVC",
"RLA",
"RET"
] |
|||
5
|
Does the cable in the image form a knot?
|
multiple choice
|
[
"Yes",
"No"
] |
Yes
|
[
"RLA",
"3DTF"
] |
|||
6
|
Observe the fingerings of the seven given chords and compare them with the player’s finger positions in the picture. Which of the following chords is the player most likely playing?
|
A guitar chord diagram is a small grid showing the fretboard as if you’re facing it: vertical lines are strings (low E–A–D–G–B–high E), horizontal lines are frets, dots mark where to press, “O” above a string means play it open, “X” means mute, and a thick curved line across strings shows a barre. To read one: start at the top for the nut or fret number, place fingers on the dotted frets, include only strings marked with dots or “O,” avoid any “X,” and strum from the lowest indicated string.
|
multiple choice
|
[
"F",
"Gm",
"Am",
"B flat",
"C",
"Dm",
"Edim"
] |
Dm
|
[
"OCR",
"RLA",
"GNDT",
"GNDV"
] |
||
7
|
Based on the assembly instructions on the left, determine which structure on the right is correctly assembled.
|
multiple choice
|
[
"Structure A (top)",
"Structure B (middle)",
"Structure C (bottom)",
"None of the three options: all are assembled incorrectly."
] |
Structure B (middle)
|
[
"OCR",
"RLA",
"3DTF",
"GNDV"
] |
|||
8
|
Which of the three colors given at bottom of the image match the lipstick worn by the person in the photo?
|
multiple choice
|
[
"Color A (left)",
"Color B (middle)",
"Color C (right)"
] |
Color B (middle)
|
[
"OCR",
"GNDV"
] |
|||
9
|
You are given an image of the standard layout of a QWERTY keyboard. I have recently cleaned the keycaps on my own keyboard (the black one) and put them back together. Did I put all keycaps back into the correct place? If not, what is the mistake?
|
The reference image of the standard keyboard layout (blue keyboard) is for a full-sized keyboard. Other keyboards may have less keys. However, the relative layout of keys should be the same. Do not consider the size or shape of keycaps, just their relative location.
|
multiple choice
|
[
"All keycaps are placed correctly",
"Mistake: Function keys (Esc, F1-F12, PrtSc, ScLk and Pause) are ordered incorrectly",
"Mistake: C and V swapped places",
"Mistake: the punctuation area is incorrect",
"Mistake: the numpad is incorrect"
] |
Mistake: C and V swapped places
|
[
"OCR",
"RLA",
"GNDV",
"RET"
] |
||
10
|
You are given a hand of Uno cards, as well as the current discard pile. List all cards in the hand that can be played this round according to the provided rules. Example output: [Red 1, Red 3, Red 3, Red +2, Blue 3, Wildcard, Wildcard +4]. The ordering of the cards in the list does not matter.
|
There are three types of cards in Uno: number cards, action cards, and wildcards. Number cards and action cards come in four colors: red, yellow, green and blue. Numbers are from 0 to 9, while actions include skip, reverse, and +2. Wildcards are black, and fall into two types: Wildcard and Wildcard +4. If the top of discard pile is a number card, you may play a card with the same number or same color, or a wildcard. If the top of the discard pile is an action card, you may play a card with the same action or color, or a wildcard. If the top of the pile is a wildcard, you may play another wildcard, or any card with the color dictated by the player who played that wildcard before you.
|
short answer
|
[] |
[Red 4, Red 2] (order does not matter)
|
[
"OCR",
"GNDT",
"GNDV",
"RET"
] |
||
11
|
Which type of Antarctic orca is shown in the image? Type B1 and type B2 are both considered Type B in this question.
|
The image below is a reference sheet for Antarctic orca classification. In our task, you may consider both type B1 and type B2 as a single type (type B).
|
multiple choice
|
[
"Type A",
"Type B",
"Type C",
"Type D"
] |
Type B
|
[
"3DTF",
"3DQNT",
"GNDV"
] |
||
12
|
The instruction for one step in Origami is shown on the left of the image. The dashed lines indicate where to fold, and the arrows show the direction to fold. Choose the correct result from the three options shown on the right of the image.
|
multiple choice
|
[
"Option A (left)",
"Option B (center)",
"Option C (right)",
"None of the 3 choices: all three options are incorrect."
] |
None of the 3 choices: all three options are incorrect.
|
[
"OCR",
"3DTF",
"GNDV"
] |
|||
13
|
What is the total score of the 8 arrows on the target?
|
The yellow circle in the center and the ring around it is the area for 10. The outer yellow ring is the area for 9. The inner red ring is the area for 8. The outer red ring is the area for 7. The outer blue ring is the area for 6. An arrow hitting all other areas count as a miss and get no score. If an arrow impacts the target on the boundary of two different areas, it counts as hitting the area with the higher score.
|
short answer
|
[] |
75
|
[
"RLA",
"GNDT"
] |
||
14
|
You are given a hand of Uno cards, as well as the current discard pile. List all cards in the hand that can be played this round according to the provided rules. Example output: [Red 1, Red 3, Red 3, Red +2, Blue 3, Wildcard, Wildcard +4]. The ordering of the cards in the list does not matter.
|
There are three types of cards in Uno: number cards, action cards, and wildcards. Number cards and action cards come in four colors: red, yellow, green and blue. Numbers are from 0 to 9, while actions include skip, reverse, and +2. Wildcards are black, and fall into two types: Wildcard and Wildcard +4. If the top of discard pile is a number card, you may play a card with the same number or same color, or a wildcard. If the top of the discard pile is an action card, you may play a card with the same action or color, or a wildcard. If the top of the pile is a wildcard, you may play another wildcard, or any card with the color dictated by the player who played that wildcard before you.
|
short answer
|
[] |
[Green Skip, Wildcard, Blue 3] (order does not matter)
|
[
"OCR",
"GNDT",
"GNDV",
"RET"
] |
||
15
|
Are the wires in the red bounding box properly plugged in?
|
multiple choice
|
[
"Yes, they are correctly plugged in.",
"No, they are not correctly plugged in.",
"The image contains insufficient information regarding the questions."
] |
No, they are not correctly plugged in.
|
[
"RLA",
"RET"
] |
|||
16
|
Whose comment has the most likes?
|
multiple choice
|
[
"Alexel",
"Mattla Marchese",
"Bjorn David Paulsen",
"Chris Meyer"
] |
Bjorn David Paulsen
|
[
"OCR",
"UVC",
"RET"
] |
|||
17
|
According to the flight map, which direction is flight IGO 661C heading?
|
multiple choice
|
[
"Northeast",
"Northwest",
"Southeast",
"Southwest",
"The flight in question is not present on the map."
] |
Southwest
|
[
"OCR",
"UVC",
"RET"
] |
|||
18
|
The items in the image is arranged in a grid. The bottom left item has the coordinate (1, 1). The X axis runs from left to right and the Y axis runs from bottom to top. There is one item different from all others. What is the coordinate of the unique item?
|
short answer
|
[] |
(4, 1)
|
[
"CNT",
"RET"
] |
|||
19
|
Which city is this streetview image from?
|
This is a list of all possible city names. - Sydney
- Melbourne
- Brisbane
- Perth
- Adelaide
- Canberra
- Hobart
- Darwin
- Gold Coast
- Newcastle
- Wollongong
- Cairns
- Geelong
- Townsville
- Sunshine Coast
- Launceston
- Mackay
- Bendigo
- Albury
- Rockhampton
- Tokyo (東京)
- Osaka (大阪)
- Kyoto (京都)
- Yokohama (横浜)
- Sapporo (札幌)
- Nagoya (名古屋)
- Fukuoka (福岡)
- Kobe (神戸)
- Hiroshima (広島)
- Sendai (仙台)
- Kawasaki (川崎)
- Saitama (さいたま)
- Chiba (千葉)
- Kitakyushu (北九州)
- Shizuoka (静岡)
- Okayama (岡山)
- Kumamoto (熊本)
- Nara (奈良)
- Nagasaki (長崎)
- Utsunomiya (宇都宮)
- Taipei (台北)
- Kaohsiung (高雄)
- Taichung (台中)
- Tainan (台南)
- Taoyuan (桃園)
- Hsinchu (新竹)
- Keelung (基隆)
- Chiayi (嘉义)
- Changhua (彰化)
- Miaoli (苗栗)
- Taitung (台东)
- Pingtung (屏东)
- Hualien (花蓮)
- Yilan (宜兰)
- Nantou (南投)
- Yunlin (云林)
- Chiayi City (嘉义市)
- Keelung City (基隆市)
- New Taipei City (新北市)
- Taipei City (台北市)
- Macau (澳門)
- Hong Kong (香港)
- Berlin
- Munich (München)
- Hamburg
- Frankfurt
- Stuttgart
- Dusseldorf (Düsseldorf)
- Cologne (Köln)
- Leipzig
- Dortmund
- Essen
|
short answer
|
[] |
Dusseldorf
|
[
"OCR",
"RET"
] |
||
20
|
Do the wires and breadboard in the image form a single closed circuit?
|
In the terminal strips of a breadboard, the connection points are organized into short, horizontal rows. Each row typicall consists of 5 interconnected holes. This means that an components or wires inserted into the holes of a single row are electrically connected to each other. A central groove, often called a ravine, runs down the middle of the terminal strips. The groove separates the horizontal rows into 2 sides. Therefore, the 5 holes on one side of the groove are not connected to the 5 holes on the other side. Adjacent rows are NOT connected to each other on the breadboard.
|
multiple choice
|
[
"Yes.",
"No - the circuit is not closed.",
"No - there are multiple closed circuits."
] |
No - the circuit is not closed.
|
[
"RLA",
"GNDT"
] |
||
21
|
You are given the climate chart of a city. Which precipitation pattern does this city follow?
|
multiple choice
|
[
"wet year-round",
"dry year-round",
"wet summer dry winter",
"dry summer wet winter"
] |
dry summer wet winter
|
[
"OCR",
"UVC",
"RET"
] |
|||
22
|
This is an image of cubes stacked neatly together. What is the total number of cubes in the image?
|
short answer
|
[] |
The total number is 10
|
[
"CNT",
"RLA"
] |
|||
23
|
How many electoral votes were casted for candidates other than the deep blue one and the deep red one?
|
short answer
|
[] |
7
|
[
"OCR",
"UVC",
"RET"
] |
|||
24
|
How many hydrogen atoms are there in this molecule?
|
In the ball and stick model, atoms are represented by balls while chemical bonds are represented by sticks. Carbon atoms are black, hydrogen atoms are white, nitrogen atoms are blue, chlorine atoms are green, and sulfur atoms are yellow. The number of sticks between two balls represent the type of bond: one stick for single bond, two for double bond, and three for triple bond.
|
short answer
|
[] |
13
|
[
"CNT",
"GNDT"
] |
||
25
|
This is the front camera view of the ego vehicle. How many lanes are there on the side of the road the ego vehicle is driving on? Counting from the left, which lane is the ego vehicle on?
|
short answer
|
[] |
There are 2 lanes on the side of the road the ego vehicle is driving on. The ego vehicle is on the 1st lane. (2, 1)
|
[
"CNT",
"RLA"
] |
|||
26
|
To trigger the mechanism shown in image 1, which screwdriver tip (numbered 1 to 6) from image 2 should I use?
|
multiple choice
|
[
"1",
"2",
"3",
"4",
"5",
"6"
] |
5
|
[
"OCR",
"GNDV"
] |
|||
27
|
Which of the following cities has the least cloud cover?
|
multiple choice
|
[
"Jakarta",
"Bandung",
"Palembang",
"Jambi",
"Bengkulu",
"Surabaya"
] |
Jakarta
|
[
"OCR",
"UVC",
"RLA"
] |
|||
28
|
How many states (Washington DC counts as a state here) did the blue candidate win?
|
short answer
|
[] |
33
|
[
"CNT",
"OCR",
"UVC"
] |
|||
29
|
You are given a hand of Uno cards, as well as the current discard pile. List all cards in the hand that can be played this round according to the provided rules. Example output: [Red 1, Red 3, Red 3, Red +2, Blue 3, Wildcard, Wildcard +4]. The ordering of the cards in the list does not matter.
|
There are three types of cards in Uno: number cards, action cards, and wildcards. Number cards and action cards come in four colors: red, yellow, green and blue. Numbers are from 0 to 9, while actions include skip, reverse, and +2. Wildcards are black, and fall into two types: Wildcard and Wildcard +4. If the top of discard pile is a number card, you may play a card with the same number or same color, or a wildcard. If the top of the discard pile is an action card, you may play a card with the same action or color, or a wildcard. If the top of the pile is a wildcard, you may play another wildcard, or any card with the color dictated by the player who played that wildcard before you.
|
short answer
|
[] |
[Blue 7, Red 8, Blue 1, Blue +2] (order does not matter)
|
[
"OCR",
"GNDT",
"GNDV",
"RET"
] |
||
30
|
How many electoral votes did the blue candidate get?
|
short answer
|
[] |
89
|
[
"OCR",
"UVC"
] |
|||
31
|
Which strength range does the tropical cyclone in the image fall in?
|
The Dvorak technique for tropical cyclone intensity estimation is described in the reference image.
|
multiple choice
|
[
"T1.5 - T4",
"T5 - T6",
"T7 - T8"
] |
T1.5 - T4
|
[
"OCR",
"3DTF",
"GNDV",
"RET"
] |
||
32
|
Who is most likely to be speaking?
|
multiple choice
|
[
"The woman on the left",
"The woman in the middle",
"The woman on the right",
"None - all are silently looking at something on the table"
] |
The woman in the middle
|
[
"RLA",
"RET"
] |
|||
33
|
You are given the first person view of the ego vehicle. The destination is Southcenter Boulevard. Which action requires the ego vehicle to do the least (i.e. the fewest lane changes and turns) post-action?
|
Consider only the end result of the action. You may suppose that all actions will be carried out safely and in line with traffic rules.
|
multiple choice
|
[
"move one lane to the left",
"maintain current lane",
"move one or two lanes to the right",
"move three lanes to the right",
"move four lanes to the right"
] |
move four lanes to the right
|
[
"CNT",
"OCR",
"UVC",
"RLA",
"RET"
] |
||
34
|
What is the proportion of orange, blue and green in the image? Write the ratio in this format: Orange:Blue:Green. If a color does not appear in the image, write its ratio as 0.
|
short answer
|
[] |
9:3:4
|
[
"3DQNT"
] |
|||
35
|
The image depicts a game of Tetris. Given the current state of the game and the falling block, what is the maximum number of rows that can be eliminated by the current block? The block may be rotated 90, 180, or 270 degrees.
|
The rules of Tetris are as follows: The game area is a grid. There may already be block in the grid. At any given time, a new block is falling down from the top of the grid. It will fall until it lands on existing blocks, or the bottom of the grid. The player can rotate the falling block by 0, 90, 180, or 270 degrees. If an entire row is filled by blocks from left to right with no empty grids in the row, it is eliminated and everything on top falls down.
|
multiple choice
|
[
"0",
"1",
"2",
"3",
"4"
] |
2
|
[
"CNT",
"RLA",
"3DTF",
"GNDT"
] |
||
36
|
Are the molecules shown in image 1 and image 2 the same, or are they different compounds?
|
We consider two molecules the same if one can be derived from rotating the other in 3-D space.
|
multiple choice
|
[
"Same",
"Different"
] |
Different
|
[
"CNT",
"RLA",
"3DTF",
"GNDT",
"RET"
] |
||
37
|
Which strength range does the tropical cyclone in the image fall in?
|
The Dvorak technique for tropical cyclone intensity estimation is described in the reference image.
|
multiple choice
|
[
"T1.5 - T4",
"T5 - T6",
"T7 - T8"
] |
T5 - T6
|
[
"OCR",
"3DTF",
"GNDV",
"RET"
] |
||
38
|
Which direction would a car at the red dot end up if it keeps driving on the left whenever the road splits?
|
North points upwards in this map.
|
multiple choice
|
[
"Eastbound on the 401",
"Westbound on the 401",
"Southbound on the 404 / Don Valley Pkwy",
"Don Mills Rd",
"Victorial Park Ave"
] |
Eastbound on the 401
|
[
"OCR",
"UVC",
"RLA",
"GNDT",
"RET"
] |
||
39
|
This is the front camera view of the ego vehicle. How many lanes are there on the side of the road the ego vehicle is driving on? Counting from the left, which lane is the ego vehicle on?
|
short answer
|
[] |
There is only 1 lane on the side of the road the ego vehicle is driving on. The ego vehicle is on the 1st lane (the only lane on this side). (1, 1)
|
[
"CNT",
"RLA"
] |
|||
40
|
Which city is this streetview image from?
|
This is a list of all possible city names. - Sydney
- Melbourne
- Brisbane
- Perth
- Adelaide
- Canberra
- Hobart
- Darwin
- Gold Coast
- Newcastle
- Wollongong
- Cairns
- Geelong
- Townsville
- Sunshine Coast
- Launceston
- Mackay
- Bendigo
- Albury
- Rockhampton
- Tokyo (東京)
- Osaka (大阪)
- Kyoto (京都)
- Yokohama (横浜)
- Sapporo (札幌)
- Nagoya (名古屋)
- Fukuoka (福岡)
- Kobe (神戸)
- Hiroshima (広島)
- Sendai (仙台)
- Kawasaki (川崎)
- Saitama (さいたま)
- Chiba (千葉)
- Kitakyushu (北九州)
- Shizuoka (静岡)
- Okayama (岡山)
- Kumamoto (熊本)
- Nara (奈良)
- Nagasaki (長崎)
- Utsunomiya (宇都宮)
- Taipei (台北)
- Kaohsiung (高雄)
- Taichung (台中)
- Tainan (台南)
- Taoyuan (桃園)
- Hsinchu (新竹)
- Keelung (基隆)
- Chiayi (嘉义)
- Changhua (彰化)
- Miaoli (苗栗)
- Taitung (台东)
- Pingtung (屏东)
- Hualien (花蓮)
- Yilan (宜兰)
- Nantou (南投)
- Yunlin (云林)
- Chiayi City (嘉义市)
- Keelung City (基隆市)
- New Taipei City (新北市)
- Taipei City (台北市)
- Macau (澳門)
- Hong Kong (香港)
- Berlin
- Munich (München)
- Hamburg
- Frankfurt
- Stuttgart
- Dusseldorf (Düsseldorf)
- Cologne (Köln)
- Leipzig
- Dortmund
- Essen
|
short answer
|
[] |
Kobe
|
[
"OCR"
] |
||
41
|
How many pieces of glass are there in the image?
|
short answer
|
[] |
8
|
[
"CNT",
"RLA"
] |
|||
42
|
Is there any text in the image? If so, what does the text read?
|
short answer
|
[] |
The text reads 'GAME'
|
[
"OCR",
"RET"
] |
|||
43
|
What is the number of black and white pieces on the board, respectively?
|
short answer
|
[] |
6 black, 6 white
|
[
"CNT"
] |
|||
44
|
How many dora do I have? (Consider both hand and melded tiles)
|
In front of each player, there are three types of tiles: hand tiles, exposed melds, and discarded tiles. The discarded tiles of all four players are placed near the center of the table, each in front of its respective player. The hand tiles and exposed melds are positioned closer to the player, with hand tiles aligned to the left and exposed melds aligned to the right. A player always has hand tiles, but may not have any exposed melds or discarded tiles at certain points in the game.The five tiles in the upper left corner are dora indicators. Only the visible tiles are active; the facedown tile is not considered for now. For each dora indicator, the next tile in its sequence is the dora (bonus tile). Specifically, for the Man, Sou, and Pin suits, the sequence goes from 1 to 9 and then loops back to 1. For honor tiles, the order is East → South → West → North → East, and White → Green → Red → White. For example, if the indicator is 9 Sou, then 1 Sou is the dora; if the indicator is West, then North is the dora. In addition, some 5-Man, 5-Sou, and 5-Pin tiles have all-red patterns; these are called red fives and are considered dora regardless of any indicator tiles.All dora tiles are cumulative. For example, if there are three dora indicators showing 3-Sou, then two 4-Sou tiles counts as six dora. If there is one indicator showing 4-Pin, then a red 5-Pin counts as two dora.Besides, there is an additional image showing all the types of Mahjong tiles, with the corresponding names labeled underneath each tile.
|
short answer
|
[] |
4
|
[
"CNT",
"GNDT",
"GNDV",
"RET"
] |
||
45
|
Which of the following area is the least congested according to the map?
|
multiple choice
|
[
"Nanterre",
"Creteil",
"Saint-Denis",
"All three are equally congested"
] |
Creteil
|
[
"OCR",
"UVC",
"RET"
] |
|||
46
|
Is the RAM stick plugged into the right slot?
|
In the case of installing a single RAM stick, it is recommended to install it in the A2 slot. When installing two memory sticks, it is recommended to install them in slots A1 and A2. See the reference image for how the slots are numbered.
|
multiple choice
|
[
"No, it is plugged into slot A1.",
"No, it is plugged into slot B1 or slot B2",
"Yes, it is correctly plugged into A2.",
"The image contains insufficient information regarding the questions."
] |
Yes, it is correctly plugged into A2.
|
[
"OCR",
"RLA",
"GNDV",
"RET"
] |
||
47
|
Counting from the left, which white key is for A?
|
The sequence of white keys on the piano follows the repeating cycle of CDEFGAB
|
short answer
|
[] |
Key 7
|
[
"CNT",
"OCR",
"GNDT"
] |
||
48
|
How many pieces of glass are there in the image?
|
short answer
|
[] |
3
|
[
"CNT",
"RLA"
] |
|||
49
|
What is the central woman's most likely role in the immediate social interaction involving the birds?
|
multiple choice
|
[
"She is presenting the birds to nearby onlookers as a demonstration.",
"She is ignoring others and posing only for the camera.",
"She is about to hand one of the birds to the person on her right.",
"She is being instructed or guided by someone off-frame."
] |
She is ignoring others and posing only for the camera.
|
[
"RLA",
"RET"
] |
|||
50
|
Which city is this streetview image from?
|
This is a list of all possible city names. - Sydney
- Melbourne
- Brisbane
- Perth
- Adelaide
- Canberra
- Hobart
- Darwin
- Gold Coast
- Newcastle
- Wollongong
- Cairns
- Geelong
- Townsville
- Sunshine Coast
- Launceston
- Mackay
- Bendigo
- Albury
- Rockhampton
- Tokyo (東京)
- Osaka (大阪)
- Kyoto (京都)
- Yokohama (横浜)
- Sapporo (札幌)
- Nagoya (名古屋)
- Fukuoka (福岡)
- Kobe (神戸)
- Hiroshima (広島)
- Sendai (仙台)
- Kawasaki (川崎)
- Saitama (さいたま)
- Chiba (千葉)
- Kitakyushu (北九州)
- Shizuoka (静岡)
- Okayama (岡山)
- Kumamoto (熊本)
- Nara (奈良)
- Nagasaki (長崎)
- Utsunomiya (宇都宮)
- Taipei (台北)
- Kaohsiung (高雄)
- Taichung (台中)
- Tainan (台南)
- Taoyuan (桃園)
- Hsinchu (新竹)
- Keelung (基隆)
- Chiayi (嘉义)
- Changhua (彰化)
- Miaoli (苗栗)
- Taitung (台东)
- Pingtung (屏东)
- Hualien (花蓮)
- Yilan (宜兰)
- Nantou (南投)
- Yunlin (云林)
- Chiayi City (嘉义市)
- Keelung City (基隆市)
- New Taipei City (新北市)
- Taipei City (台北市)
- Macau (澳門)
- Hong Kong (香港)
- Berlin
- Munich (München)
- Hamburg
- Frankfurt
- Stuttgart
- Dusseldorf (Düsseldorf)
- Cologne (Köln)
- Leipzig
- Dortmund
- Essen
|
short answer
|
[] |
Sendai
|
[
"OCR"
] |
||
51
|
What is the total value of the chips shown in the image
|
short answer
|
[] |
50
|
[
"CNT",
"OCR"
] |
|||
52
|
This is an image of cubes stacked neatly together. What is the total number of cubes in the image?
|
short answer
|
[] |
The total number is 13
|
[
"CNT",
"RLA"
] |
|||
53
|
Starting from the point indicated by the arrow, which exits of the maze are reachable?
|
multiple choice
|
[
"Exit A",
"Exit B",
"Exit C"
] |
Exit A
|
[
"RLA",
"RET"
] |
|||
54
|
Is there any text in the image? If so, what does the text read?
|
short answer
|
[] |
The text reads 'Hidden Text'
|
[
"OCR",
"RET"
] |
|||
55
|
According to the flight map, which direction is flight RYR 96SY heading?
|
multiple choice
|
[
"Northeast",
"Northwest",
"Southeast",
"Southwest",
"The flight in question is not present on the map."
] |
Southeast
|
[
"OCR",
"UVC",
"RET"
] |
|||
56
|
How many different types of tile can be found in the image? Tiles are differentiated by shape and color. Suppose that all tiles on the edge of the image end abruptly at the edge - do not imagine how the tiles extend beyond the edge.
|
Two tiles are considered identical if they have the same color and shape. Two shapes are the same if one can be derived from rotating the other. Shapes that are reflections or symmetries of each other are NOT considered to be the same, since you cannot flip tiles upside down when laying them down to create the floor.
|
short answer
|
[] |
4
|
[
"CNT",
"3DTF",
"GNDT"
] |
||
57
|
Which three people are in different clusters, but there are direct arrow relationships between any two of them?
|
short answer
|
[] |
Tamamo, Yasuchika and Kurama (order does not matter)
|
[
"OCR",
"UVC",
"RLA",
"RET"
] |
|||
58
|
What is the chord shown in the diagram?
|
The chord diagram is a simple map of the guitar neck. The vertical lines are the six strings, arranged from the lowest and thickest on the left (E-A-D-G-B-E) to the highest and thinnest on the right. The horizontal lines are the metal frets. The dots show you which string to press at which fret, and an 'X' at the top means that string should not be played. Once you know where the dots are, you can figure out the name of each musical note. Each open string has a note name, and pressing a fret raises that note's pitch. For every fret you go up, you move one "half-step" along the musical alphabet (A, A♯/B♭, B, C, C♯/D♭, E, F, F♯/G♭, G, G♯/A♭). To find a note, just start with the open string's name (e.g., A) and count up one half-step for each fret. So, the 3rd fret on the A-string would be three half-steps higher: A♯ (1), B (2), and finally C (3). Finally, you need to decode the chord names in the answers. The letter (like 'A') is the chord's root. If you see a slash (like in Am/C), it simply tells you which note should be the lowest one you play. So, Am/C means to play a Am chord, but with C as the bass note.
|
multiple choice
|
[
"Cm, notes C–Eb–G.",
"Cm/Eb, notes C–Eb–G, Bass Eb.",
"Cm/G, notes C–Eb–G, Bass G.",
"Cm7/Eb, notes C–Eb–G–Bb, Bass Eb.",
"Cdim/Eb, notes C–Eb–Gb, Bass Eb.",
"None of the above."
] |
Cm/Eb, notes C–Eb–G, Bass Eb.
|
[
"OCR",
"UVC",
"GNDT"
] |
||
59
|
Does the cable in the image form a knot?
|
multiple choice
|
[
"Yes",
"No"
] |
No
|
[
"RLA",
"3DTF"
] |
|||
60
|
If I am in building B3-3, where is the nearest place to have a cigarette?
|
multiple choice
|
[
"C3-1",
"D3-5",
"D1-1",
"B3-2",
"B2-2"
] |
B2-2
|
[
"OCR",
"UVC",
"RLA",
"3DQNT",
"RET"
] |
|||
61
|
What is the number of black and white pieces on the board, respectively?
|
short answer
|
[] |
3 black, 3 white
|
[
"CNT"
] |
|||
62
|
How many different types of tile can be found in the image? Tiles are differentiated by shape and color. Suppose that all tiles on the edge of the image end abruptly at the edge - do not imagine how the tiles extend beyond the edge.
|
Two tiles are considered identical if they have the same color and shape. Two shapes are the same if one can be derived from rotating the other. Shapes that are reflections or symmetries of each other are NOT considered to be the same, since you cannot flip tiles upside down when laying them down to create the floor.
|
short answer
|
[] |
3
|
[
"CNT",
"3DTF",
"GNDT"
] |
||
63
|
According to this food web, which of the following animals is not a predator of pallid-winged grasshopper?
|
In a food web diagram, the arrows point from prey to predator, illustrating the energy flow between species in a certain ecosystem.
|
multiple choice
|
[
"Gila woodpecker",
"Elf owl",
"Collard lizard",
"Mantid"
] |
Mantid
|
[
"OCR",
"UVC",
"RLA",
"RET"
] |
||
64
|
Which direction would a car at the red dot end up if it keeps driving on the right whenever the road splits?
|
North points upwards in this map.
|
multiple choice
|
[
"Northbound on I-75 / I-96",
"Southbound on I-75 / I-96",
"Southbound on Ambassador Brg",
"Rte 85",
"W Grand Blvd"
] |
Southbound on I-75 / I-96
|
[
"OCR",
"UVC",
"RLA",
"GNDT",
"RET"
] |
||
65
|
How many distinct colors are present in the image?
|
short answer
|
[] |
7
|
[
"CNT"
] |
|||
66
|
Which strength range does the tropical cyclone in the image fall in?
|
The Dvorak technique for tropical cyclone intensity estimation is described in the reference image.
|
multiple choice
|
[
"T1.5 - T4",
"T5 - T6",
"T7 - T8"
] |
T1.5 - T4
|
[
"OCR",
"3DTF",
"GNDV",
"RET"
] |
||
67
|
You are given the first person view of the ego vehicle. The destination is Berkeley. Which action requires the ego vehicle to do the least (i.e. the fewest lane changes and turns) post-action?
|
Consider only the end result of the action. You may suppose that all actions will be carried out safely and in line with traffic rules.
|
multiple choice
|
[
"move two lanes to the left",
"move one lane to the left",
"maintain current lane",
"move one or two lanes to the right"
] |
move one or two lanes to the right
|
[
"CNT",
"OCR",
"UVC",
"RLA",
"RET"
] |
||
68
|
The items in the image is arranged in a grid. The bottom left item has the coordinate (1, 1). The X axis runs from left to right and the Y axis runs from bottom to top. There is one item different from all others. What is the coordinate of the unique item?
|
short answer
|
[] |
(6, 5)
|
[
"CNT",
"RET"
] |
|||
69
|
If I am in Bldg. 4, where is the nearest place to have lunch?
|
multiple choice
|
[
"Bldg. 11",
"Bldg. 14",
"Active Commons",
"Bldg. 13",
"Bldg. 2"
] |
Active Commons
|
[
"OCR",
"UVC",
"RLA",
"3DQNT",
"RET"
] |
|||
70
|
What is the man wearing a red cap most likely doing?
|
multiple choice
|
[
"Watching the tour guide explaining the exhibit",
"Using his mobile phone",
"Thinking about visiting the museum's souvenir shop",
"Looking at other visitors arouund him absent-mindedly"
] |
Watching the tour guide explaining the exhibit
|
[
"RLA",
"RET"
] |
|||
71
|
How many distinct colors are present in the image?
|
short answer
|
[] |
7
|
[
"CNT"
] |
|||
72
|
For a wheelchair user heading to Narita Airport (成田空港), which way should they go?
|
Narita Airport is connected to the Narita Line (成田線), Keisei Line (京成線), Narita Express (成田エクスプレス), and Skyliner (スカイライナー) services.
|
multiple choice
|
[
"Turn left",
"Use the first (nearer) elevator",
"Use the second (farther) elevator",
"Go forward past the second elevator"
] |
Use the second (farther) elevator
|
[
"OCR",
"UVC",
"RLA",
"3DTF",
"RET"
] |
||
73
|
What is the total score of the ten bullet holes on the target?
|
The target consists of 9 concentric rings and a central white bullseye. These 9 concentric rings divide the target into 10 scoring zones. The outermost zone is scored 0 points, and the remaining zones are scored from 1 to 9 points, moving inward. Specifically, if a bullet hole hits the bullseye at the center, it is scored 10 points. The regions from 4 to 10 points around the center are colored black, while the 0-point and 1 to 3-point regions are light-colored. If a bullet hole impacts multiple zones and cuts through the outer ring of an inner zone, the score is based on the highest score (i.e., the innermost zone).
|
short answer
|
[] |
34
|
[
"RLA",
"GNDT"
] |
||
74
|
Which fruit occured exactly five times in this image?
|
multiple choice
|
[
"grape",
"banana",
"strawberry",
"lime",
"plum",
"none of the above"
] |
none of the above
|
[
"CNT",
"RET"
] |
|||
75
|
Starting from the point indicated by the arrow, which exits of the maze are reachable?
|
multiple choice
|
[
"Exit A",
"Exit B",
"Exit C"
] |
Exit C
|
[
"RLA",
"RET"
] |
|||
76
|
What is the number of black and white pieces on the board, respectively?
|
short answer
|
[] |
9 black, 8 white
|
[
"CNT"
] |
|||
77
|
What is the number of black and white pieces on the board, respectively?
|
short answer
|
[] |
8 black, 7 white
|
[
"CNT"
] |
|||
78
|
How many pieces of glass are there in the image?
|
short answer
|
[] |
7
|
[
"CNT",
"RLA"
] |
|||
79
|
What is the chord shown in the diagram?
|
The chord diagram is a simple map of the guitar neck. The vertical lines are the six strings, arranged from the lowest and thickest on the left (E-A-D-G-B-E) to the highest and thinnest on the right. The horizontal lines are the metal frets. The dots show you which string to press at which fret, and an 'X' at the top means that string should not be played. Once you know where the dots are, you can figure out the name of each musical note. Each open string has a note name, and pressing a fret raises that note's pitch. For every fret you go up, you move one "half-step" along the musical alphabet (A, A♯/B♭, B, C, C♯/D♭, E, F, F♯/G♭, G, G♯/A♭). To find a note, just start with the open string's name (e.g., A) and count up one half-step for each fret. So, the 3rd fret on the A-string would be three half-steps higher: A♯ (1), B (2), and finally C (3). Finally, you need to decode the chord names in the answers. The letter (like 'A') is the chord's root. If you see a slash (like in Am/C), it simply tells you which note should be the lowest one you play. So, Am/C means to play a Am chord, but with C as the bass note.
|
multiple choice
|
[
"Cm7, notes C–Eb–G–Bb.",
"Cm7/Eb, notes C–Eb–G–Bb, Bass Eb.",
"Cm7/G, notes C–Eb–G–Bb, Bass G.",
"Cm7/Bb, notes C–Eb–G–Bb, Bass Bb.",
"Cmaj7/G, notes C–E–G–B, Bass G.",
"None of the above."
] |
Cm7/G, notes C–Eb–G–Bb, Bass G.
|
[
"OCR",
"UVC",
"GNDT"
] |
||
80
|
According to the flight map, which direction is flight KLM 44L heading?
|
multiple choice
|
[
"Northeast",
"Northwest",
"Southeast",
"Southwest",
"The flight in question is not present on the map."
] |
Northeast
|
[
"OCR",
"UVC",
"RET"
] |
|||
81
|
What is the expected sum of all the cages that cross at least 3 blocks?
|
Killer sudoku, a variant of the classic sudoku game, groups the 81 cells of a 9*9 sudoku board into irregularly shaped cages. In addition to the standard sudoku rules, the sum of all numbers in a cage must match the value written at the top left corner of each cage. The question would also use the following terminology: we refer to the 3*3 square patches on the sudoku board as blocks, and refer to them with a single number. The top row has blocks 1, 2 and 3 from left to right. The middle row has blocks 4, 5 and 6 from left to right. The bottom row has blocks 7, 8 and 9 from left to right. In each block, the cells are numbered 1 to 9 with the same rule. Similarly, columns are numbered 1 to 9 from left to right, and rows 1 to 9 from top to bottom.
|
short answer
|
[] |
26
|
[
"OCR",
"RLA",
"GNDT",
"RET"
] |
||
82
|
Which city is this streetview image from?
|
This is a list of all possible city names. - Sydney
- Melbourne
- Brisbane
- Perth
- Adelaide
- Canberra
- Hobart
- Darwin
- Gold Coast
- Newcastle
- Wollongong
- Cairns
- Geelong
- Townsville
- Sunshine Coast
- Launceston
- Mackay
- Bendigo
- Albury
- Rockhampton
- Tokyo (東京)
- Osaka (大阪)
- Kyoto (京都)
- Yokohama (横浜)
- Sapporo (札幌)
- Nagoya (名古屋)
- Fukuoka (福岡)
- Kobe (神戸)
- Hiroshima (広島)
- Sendai (仙台)
- Kawasaki (川崎)
- Saitama (さいたま)
- Chiba (千葉)
- Kitakyushu (北九州)
- Shizuoka (静岡)
- Okayama (岡山)
- Kumamoto (熊本)
- Nara (奈良)
- Nagasaki (長崎)
- Utsunomiya (宇都宮)
- Taipei (台北)
- Kaohsiung (高雄)
- Taichung (台中)
- Tainan (台南)
- Taoyuan (桃園)
- Hsinchu (新竹)
- Keelung (基隆)
- Chiayi (嘉义)
- Changhua (彰化)
- Miaoli (苗栗)
- Taitung (台东)
- Pingtung (屏东)
- Hualien (花蓮)
- Yilan (宜兰)
- Nantou (南投)
- Yunlin (云林)
- Chiayi City (嘉义市)
- Keelung City (基隆市)
- New Taipei City (新北市)
- Taipei City (台北市)
- Macau (澳門)
- Hong Kong (香港)
- Berlin
- Munich (München)
- Hamburg
- Frankfurt
- Stuttgart
- Dusseldorf (Düsseldorf)
- Cologne (Köln)
- Leipzig
- Dortmund
- Essen
|
short answer
|
[] |
Yokohama
|
[
"OCR",
"RET"
] |
||
83
|
The instruction for one step in Origami is shown on the left of the image. The dashed lines indicate where to fold, and the arrows show the direction to fold. Choose the correct result from the three options shown on the right of the image.
|
multiple choice
|
[
"Option A (left)",
"Option B (center)",
"Option C (right)",
"None of the 3 choices: all three options are incorrect."
] |
Option B (center)
|
[
"OCR",
"3DTF",
"GNDV"
] |
|||
84
|
What is the number of black and white pieces on the board, respectively?
|
short answer
|
[] |
8 black, 7 white
|
[
"CNT"
] |
|||
85
|
Which number should be filled into the cell at row 4, column 2?
|
Killer sudoku, a variant of the classic sudoku game, groups the 81 cells of a 9*9 sudoku board into irregularly shaped cages. In addition to the standard sudoku rules, the sum of all numbers in a cage must match the value written at the top left corner of each cage. The question would also use the following terminology: we refer to the 3*3 square patches on the sudoku board as blocks, and refer to them with a single number. The top row has blocks 1, 2 and 3 from left to right. The middle row has blocks 4, 5 and 6 from left to right. The bottom row has blocks 7, 8 and 9 from left to right. In each block, the cells are numbered 1 to 9 with the same rule. Similarly, columns are numbered 1 to 9 from left to right, and rows 1 to 9 from top to bottom.
|
short answer
|
[] |
8
|
[
"OCR",
"RLA",
"GNDT",
"RET"
] |
||
86
|
What safety hazard is shown in the image?
|
multiple choice
|
[
"Someone is not wearing a high-vis vest",
"Someone is not wearing a safety hat",
"Someone is smoking a cigarette",
"There are loose wires hanging freely"
] |
Someone is not wearing a high-vis vest
|
[
"RLA",
"RET"
] |
|||
87
|
How many carbon-nitrogen double bonds are there in this molecule?
|
In the ball and stick model, atoms are represented by balls while chemical bonds are represented by sticks. Carbon atoms are black, hydrogen atoms are white, nitrogen atoms are blue, chlorine atoms are green, and sulfur atoms are yellow. The number of sticks between two balls represent the type of bond: one stick for single bond, two for double bond, and three for triple bond.
|
short answer
|
[] |
2
|
[
"CNT",
"GNDT",
"RET"
] |
||
88
|
On this map, earthquakes are represented as dots. The red line running diagonally from top left to bottom right is a plate boundary. Which side of the boundary saw more earthquakes?
|
multiple choice
|
[
"The west side of the boundary saw significantly more earthquakes.",
"The east side of the boundary saw significantly more earthquakes.",
"The two sides saw roughly the same number of earthquakes - it is difficult the say without counting the dots one by one.",
"Most of the earthquakes are directly on the boundary, making the question meaningless."
] |
The two sides saw roughly the same number of earthquakes - it is difficult the say without counting the dots one by one.
|
[
"CNT",
"UVC",
"RLA"
] |
|||
89
|
What is the total score of the ten bullet holes on the target?
|
The target consists of 9 concentric rings and a central white bullseye. These 9 concentric rings divide the target into 10 scoring zones. The outermost zone is scored 0 points, and the remaining zones are scored from 1 to 9 points, moving inward. Specifically, if a bullet hole hits the bullseye at the center, it is scored 10 points. The regions from 4 to 10 points around the center are colored black, while the 0-point and 1 to 3-point regions are light-colored. If a bullet hole impacts multiple zones and cuts through the outer ring of an inner zone, the score is based on the highest score (i.e., the innermost zone).
|
short answer
|
[] |
41
|
[
"RLA",
"GNDT"
] |
||
90
|
This is an image of cubes stacked neatly together. What is the total number of cubes in the image?
|
short answer
|
[] |
The total number is 13
|
[
"CNT",
"RLA"
] |
|||
91
|
What safety hazard is shown in the image?
|
multiple choice
|
[
"There are loose electrical wires on the floor",
"Someone is not wearing a safety hat",
"Someone is smoking a cigarette",
"The edge of a platform is not enclosed with protective nets"
] |
Someone is smoking a cigarette.
|
[
"RLA",
"RET"
] |
|||
92
|
You are given the first person view of the ego vehicle. The destination is San Antonio. Which action requires the ego vehicle to do the least (i.e. the fewest lane changes and turns) post-action?
|
Consider only the end result of the action. You may suppose that all actions will be carried out safely and in line with traffic rules.
|
multiple choice
|
[
"move one or two lanes to the left",
"maintain current lane",
"move one lane to the right",
"move two lanes to the right"
] |
move one lane to the right
|
[
"CNT",
"OCR",
"UVC",
"RLA",
"RET"
] |
||
93
|
Which of the following cities has the least cloud cover?
|
multiple choice
|
[
"Cordoba",
"Santa Rosa",
"Montevideo",
"Buenos Aires",
"Montevideo",
"Mar del Plata"
] |
Cordoba
|
[
"OCR",
"UVC",
"RLA"
] |
|||
94
|
A wheelchair user is following the directions shown in image 1. They are currently at Tokyo Station, and image 2 is their first person view. Which way should they go?
|
multiple choice
|
[
"Turn left",
"Use the elevator on the left",
"Go forward down the path",
"Turn right"
] |
Use the elevator on the left
|
[
"OCR",
"UVC",
"RLA",
"RET"
] |
|||
95
|
How many pieces of glass are there in the image?
|
short answer
|
[] |
6
|
[
"CNT",
"RLA"
] |
|||
96
|
Which direction would a car at the red dot end up if it keeps driving on the left whenever the road splits?
|
North points upwards in this map.
|
multiple choice
|
[
"Eastbound on the 401",
"Westbound on the 401",
"Northbound on the 410",
"Tomken Rd",
"Kennedy Rd"
] |
Westbound on the 401
|
[
"OCR",
"UVC",
"RLA",
"GNDT",
"RET"
] |
||
97
|
Which number should be filled into the cell at row 6, column 6?
|
Killer sudoku, a variant of the classic sudoku game, groups the 81 cells of a 9*9 sudoku board into irregularly shaped cages. In addition to the standard sudoku rules, the sum of all numbers in a cage must match the value written at the top left corner of each cage. The question would also use the following terminology: we refer to the 3*3 square patches on the sudoku board as blocks, and refer to them with a single number. The top row has blocks 1, 2 and 3 from left to right. The middle row has blocks 4, 5 and 6 from left to right. The bottom row has blocks 7, 8 and 9 from left to right. In each block, the cells are numbered 1 to 9 with the same rule. Similarly, columns are numbered 1 to 9 from left to right, and rows 1 to 9 from top to bottom.
|
short answer
|
[] |
1
|
[
"OCR",
"RLA",
"GNDT",
"RET"
] |
||
98
|
Is there any text in the image? If so, what does the text read?
|
short answer
|
[] |
The text reads 'Wolf'
|
[
"OCR",
"RET"
] |
|||
99
|
How many electoral votes did the blue candidate get?
|
short answer
|
[] |
17
|
[
"OCR",
"UVC",
"RET"
] |
End of preview. Expand
in Data Studio
MOAT: Evaluating LMMs for Capability Integration and Instruction Grounding
Zhoutong Ye, Mingze Sun, Huan-ang Gao, Chun Yu, Yuanchun Shi
Overview
MOAT (Multimodal model Of All Trades) is a challenging benchmark for large multimodal models (LMMs). It consists of vision language (VL) tasks that require the LMM to integrate several VL capabilities and engage in human-like generalist visual problem solving. Moreover, many tasks in MOAT focus on LMMs' capability to ground complex text and visual instructions, which is crucial for the application of LMMs in-the-wild. Developing on the VL capability taxonomies proposed in previous benchmark papers, we define 10 fundamental VL capabilities in MOAT.
Please check out our GitHub repo for further information.
Usage
Please check out our GitHub repo for detail usage.
Run Your Own Evaluation
You can access our dataset with the following code:
from datasets import load_dataset
dataset = load_dataset("waltsun/MOAT", split='test')
As some questions are formatted as interleaved text and image(s), we recommend referring to the ./inference/eval_API.py file in our GitHub repo for the correct way to query the LMM.
Column Description
index: The index of the question in the dataset.question: The question text.choices: A list of the answer choices. Can be empty.images: The list of PIL images.outside_knowledge_text: The essential information for answering the question. Optional.outside_knowledge_images: The list of PIL images that are essential for answering the question. Can be empty.answer: The correct answer.capability: The VL capabilities required to answer the question. A list of strings.human_cot: The human annotation for the CoT reasoning process.
Future Work
Going forward, we intend to further increase the diversity of the tasks in MOAT, involving more capability combinations and encompassing more domains and scenarios. Stay tuned!
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