Datasets:

yyamada
/

SpatialEvalLLM

License:

Dataset Preview

Split (1)

train

The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 2 new columns ({'mat', 'path'})

This happened while the json dataset builder was generating data using

hf://datasets/yyamada/SpatialEvalLLM/map_local/type-rhombus_size-3_seed-3_n-10000_label-imagenetsimple_nsampled-100_nstep-8.jsonl (at revision 6108c6c7be645a367f65170c84e8a733c8e100cf)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              question: string
              answer: string
              path: list<item: int64>
                child 0, item: int64
              mat: list<item: list<item: int64>>
                child 0, item: list<item: int64>
                    child 0, item: int64
              to
              {'question': Value(dtype='string', id=None), 'answer': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 2 new columns ({'mat', 'path'})
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/yyamada/SpatialEvalLLM/map_local/type-rhombus_size-3_seed-3_n-10000_label-imagenetsimple_nsampled-100_nstep-8.jsonl (at revision 6108c6c7be645a367f65170c84e8a733c8e100cf)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

question string	answer string
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a crash helmet. Moving in a clockwise direction from the crash helmet, the elements on the path are a trimaran, a sleeping bag, a dhole, a sulphur butte...	stupa
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a hair spray. Moving in a clockwise direction from the hair spray, the elements on the path are a typewriter keyboard, a Mexican hairless dog, a square ...	typewriter keyboard
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a gorilla. Moving in a clockwise direction from the gorilla, the elements on the path are a chain-link fence, a gown, a threshing machine, a mosque, a c...	threshing machine
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a mousetrap. Moving in a clockwise direction from the mousetrap, the elements on the path are a home theater, a Miniature Pinscher, a Tibetan Mastiff, a...	tent
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a ballpoint pen. Moving in a clockwise direction from the ballpoint pen, the elements on the path are a gossamer-winged butterfly, a dome, a red-breaste...	ballpoint pen
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a slot machine. Moving in a clockwise direction from the slot machine, the elements on the path are a harp, a golf cart, a wallaby, a desert grassland w...	cricket
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a mop. Moving in a clockwise direction from the mop, the elements on the path are a home theater, a limousine, a vacuum cleaner, a Bedlington Terrier, a...	laptop computer
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a grey parrot. Moving in a clockwise direction from the grey parrot, the elements on the path are a tennis ball, an Irish Setter, a Dutch oven, a pomegr...	coucal
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a billiard table. Moving in a clockwise direction from the billiard table, the elements on the path are a soda bottle, a meatloaf, a motorboat, a mobile...	mobile home
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a tram. Moving in a clockwise direction from the tram, the elements on the path are a loggerhead sea turtle, a milk can, a marmot, a vacuum cleaner, an ...	vacuum cleaner
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a sunglasses. Moving in a clockwise direction from the sunglasses, the elements on the path are a daisy, a Brittany, a ruffed grouse, a tennis ball, a K...	ruffed grouse
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a tench. Moving in a clockwise direction from the tench, the elements on the path are a Dobermann, a strawberry, a jacamar, a brain coral, a Komodo drag...	lakeshore
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a triceratops. Moving in a clockwise direction from the triceratops, the elements on the path are a bolete, a longhorn beetle, a three-toed sloth, a mon...	bolete
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a frilled-necked lizard. Moving in a clockwise direction from the frilled-necked lizard, the elements on the path are a white-headed capuchin, a loggerh...	mail bag
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a mosque. Moving in a clockwise direction from the mosque, the elements on the path are a tennis ball, a seashore, a Boxer, a Yorkshire Terrier, a cup, ...	cup
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a warthog. Moving in a clockwise direction from the warthog, the elements on the path are a scoreboard, a cocktail shaker, a Christmas stocking, a harp,...	digital clock
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a kite. Moving in a clockwise direction from the kite, the elements on the path are a German Shorthaired Pointer, a grey fox, a bell pepper, a revolver,...	revolver
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a hyena. Moving in a clockwise direction from the hyena, the elements on the path are a soup bowl, a coucal, a dumbbell, a shoji, a swimming cap, a fire...	bikini
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a cannon. Moving in a clockwise direction from the cannon, the elements on the path are a three-toed sloth, a Bouvier des Flandres, a chain, a Sussex Sp...	cannon
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a meatloaf. Moving in a clockwise direction from the meatloaf, the elements on the path are a bikini, an accordion, a whistle, a chiton, a cassette, a f...	accordion
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a manhole cover. Moving in a clockwise direction from the manhole cover, the elements on the path are a lionfish, a sleeping bag, a dam, a thimble, a Ti...	water jug
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a menu. Moving in a clockwise direction from the menu, the elements on the path are a horse-drawn vehicle, a bottle cap, a common redshank, a palace, a ...	bottle cap
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a ruffed grouse. Moving in a clockwise direction from the ruffed grouse, the elements on the path are a solar thermal collector, a sidewinder, a backpac...	safety pin
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a bulbul. Moving in a clockwise direction from the bulbul, the elements on the path are a cricket, a cowboy boot, a ruler, a weevil, an African wild dog...	bulbul
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a typewriter keyboard. Moving in a clockwise direction from the typewriter keyboard, the elements on the path are a CRT screen, a go-kart, an indri, a l...	longhorn beetle
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a palace. Moving in a clockwise direction from the palace, the elements on the path are an apron, an upright piano, a half-track, a jellyfish, a baboon,...	seashore
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a honeycomb. Moving in a clockwise direction from the honeycomb, the elements on the path are an American Staffordshire Terrier, a jay, a red panda, an ...	apiary
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a bib. Moving in a clockwise direction from the bib, the elements on the path are a lighter, an airliner, a Newfoundland, a movie theater, a mosque, a v...	Labrador Retriever
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a skunk. Moving in a clockwise direction from the skunk, the elements on the path are a red wolf, an oxygen mask, a torch, an apiary, a tank, a scorpion...	whiskey jug
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a tusker. Moving in a clockwise direction from the tusker, the elements on the path are a spindle, a red wine, an axolotl, a parachute, a plate rack, a ...	Groenendael
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a race car. Moving in a clockwise direction from the race car, the elements on the path are a ski, a Komodo dragon, a bittern, a European polecat, a sto...	cabbage
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a motorboat. Moving in a clockwise direction from the motorboat, the elements on the path are an aircraft carrier, a cicada, a mitten, a desktop compute...	cicada
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a shopping basket. Moving in a clockwise direction from the shopping basket, the elements on the path are a kimono, a scorpion, a clownfish, a magnetic ...	kimono
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a dishcloth. Moving in a clockwise direction from the dishcloth, the elements on the path are a lakeshore, a strawberry, a weevil, a prayer rug, a partr...	dishcloth
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a ptarmigan. Moving in a clockwise direction from the ptarmigan, the elements on the path are a platypus, a hot pot, a bell-cot, a stingray, a black gro...	brown bear
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a horse-drawn vehicle. Moving in a clockwise direction from the horse-drawn vehicle, the elements on the path are a Saharan horned viper, a lotion, a Mi...	tree frog
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an Alaskan tundra wolf. Moving in a clockwise direction from the Alaskan tundra wolf, the elements on the path are a split-rail fence, a junco, an Ameri...	rock beauty
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a crayfish. Moving in a clockwise direction from the crayfish, the elements on the path are a St. Bernard, a bustard, a stretcher, a purse, a Dungeness ...	stretcher
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a harmonica. Moving in a clockwise direction from the harmonica, the elements on the path are a titi, a lab coat, a waste container, a sidewinder, a Chr...	lab coat
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a threshing machine. Moving in a clockwise direction from the threshing machine, the elements on the path are a trench coat, a bottle cap, an African bu...	threshing machine
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a sliding door. Moving in a clockwise direction from the sliding door, the elements on the path are a fur coat, a pencil case, a ringlet, a ring-tailed ...	fur coat
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an alp. Moving in a clockwise direction from the alp, the elements on the path are a speaker, a crash helmet, a toilet seat, a stick insect, an eastern ...	eastern hog-nosed snake
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an English Springer Spaniel. Moving in a clockwise direction from the English Springer Spaniel, the elements on the path are a rock crab, a nematode, a ...	Basenji
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a digital watch. Moving in a clockwise direction from the digital watch, the elements on the path are a cradle, a pomegranate, a park bench, a llama, a ...	screw
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a St. Bernard. Moving in a clockwise direction from the St. Bernard, the elements on the path are an Appenzeller Sennenhund, an eastern hog-nosed snake,...	St. Bernard
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a birdhouse. Moving in a clockwise direction from the birdhouse, the elements on the path are a cougar, a Greater Swiss Mountain Dog, an axolotl, a womb...	square academic cap
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a crash helmet. Moving in a clockwise direction from the crash helmet, the elements on the path are a tick, a solar thermal collector, a dining table, a...	comic book
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a microphone. Moving in a clockwise direction from the microphone, the elements on the path are a teapot, a coral reef, a stethoscope, a black stork, a ...	teapot
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a volleyball. Moving in a clockwise direction from the volleyball, the elements on the path are a leafhopper, a bison, a common redshank, a Beagle, a pi...	common redshank
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a Basenji. Moving in a clockwise direction from the Basenji, the elements on the path are a banjo, a Samoyed, an overskirt, a ring binder, a sea cucumbe...	llama
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a goldfinch. Moving in a clockwise direction from the goldfinch, the elements on the path are a passenger car, a fig, a tick, a crossword, a coffeemaker...	tick
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a longhorn beetle. Moving in a clockwise direction from the longhorn beetle, the elements on the path are a shipwreck, a grille, a dugong, a marmoset, a...	dugong
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a Bullmastiff. Moving in a clockwise direction from the Bullmastiff, the elements on the path are a snowmobile, a limousine, a chest, a bald eagle, a tr...	Bullmastiff
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a Keeshond. Moving in a clockwise direction from the Keeshond, the elements on the path are a tick, a microwave oven, a worm snake, a viaduct, a soup bo...	Keeshond
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a ski mask. Moving in a clockwise direction from the ski mask, the elements on the path are a cocktail shaker, a lampshade, a tiger cat, a Border Terrie...	gorilla
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a limpkin. Moving in a clockwise direction from the limpkin, the elements on the path are a marimba, a mosque, a throne, a taxicab, a gorilla, a tennis ...	gorilla
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a Dungeness crab. Moving in a clockwise direction from the Dungeness crab, the elements on the path are a bee eater, an English foxhound, a bottle cap, ...	bottle cap
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a warthog. Moving in a clockwise direction from the warthog, the elements on the path are a match, a padlock, a T-shirt, a wallaby, a marmot, an automat...	automated teller machine
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a sidewinder. Moving in a clockwise direction from the sidewinder, the elements on the path are a zebra, a gyromitra, a quill, a mosque, a Shetland Shee...	Shetland Sheepdog
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a desk. Moving in a clockwise direction from the desk, the elements on the path are a butcher shop, a Crock Pot, a harp, a Dungeness crab, an aircraft c...	aircraft carrier
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a cardoon. Moving in a clockwise direction from the cardoon, the elements on the path are a bib, a skunk, a tandem bicycle, a meerkat, a European green ...	paper knife
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an Alpine ibex. Moving in a clockwise direction from the Alpine ibex, the elements on the path are a neck brace, a refrigerator, a loupe, a swimming cap...	English foxhound
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a remote control. Moving in a clockwise direction from the remote control, the elements on the path are a washing machine, a recreational vehicle, a hai...	Leonberger
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a yurt. Moving in a clockwise direction from the yurt, the elements on the path are a Pyrenean Mountain Dog, a rock beauty, a limousine, a chest, a cloa...	Pyrenean Mountain Dog
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a limousine. Moving in a clockwise direction from the limousine, the elements on the path are a water bottle, a warthog, a geyser, a spotted salamander,...	hourglass
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a toy terrier. Moving in a clockwise direction from the toy terrier, the elements on the path are a whistle, a shoji, a koala, a hay, a kingsnake, a toy...	toy terrier
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a CRT screen. Moving in a clockwise direction from the CRT screen, the elements on the path are a valley, an electric guitar, a water jug, a vine snake,...	pot
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a kimono. Moving in a clockwise direction from the kimono, the elements on the path are a lacewing, a pitcher, an axolotl, a ping-pong ball, a stove, a ...	balance beam
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a weasel. Moving in a clockwise direction from the weasel, the elements on the path are a pomegranate, a sink, a golf cart, a wallet, a grey fox, an obe...	sink
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a skunk. Moving in a clockwise direction from the skunk, the elements on the path are a kite, a perfume, a radio telescope, a Kerry Blue Terrier, a worm...	couch
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a violin. Moving in a clockwise direction from the violin, the elements on the path are a dragonfly, an altar, a beer bottle, a dining table, a Lhasa Ap...	violin
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a pirate ship. Moving in a clockwise direction from the pirate ship, the elements on the path are a bighorn sheep, a pot pie, a trifle, a freight car, a...	bighorn sheep
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a grey fox. Moving in a clockwise direction from the grey fox, the elements on the path are a red admiral, a suit, a parachute, a radiator, a pedestal, ...	Scottish Terrier
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a sewing machine. Moving in a clockwise direction from the sewing machine, the elements on the path are a necklace, a pot, a poncho, a ring binder, a br...	broccoli
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a photocopier. Moving in a clockwise direction from the photocopier, the elements on the path are a motorboat, a frying pan, a green mamba, a gas pump, ...	apron
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a borzoi. Moving in a clockwise direction from the borzoi, the elements on the path are an albatross, a tobacco shop, a combination lock, a syringe, a c...	borzoi
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a fountain. Moving in a clockwise direction from the fountain, the elements on the path are a toy terrier, a borzoi, a Dalmatian, a cliff, a bee eater, ...	bee eater
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a wild boar. Moving in a clockwise direction from the wild boar, the elements on the path are a hard disk drive, a mop, a hamper, a Geoffroy's spider mo...	traffic sign
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a Groenendael. Moving in a clockwise direction from the Groenendael, the elements on the path are a seat belt, a clothes iron, a ruffed grouse, an obeli...	backpack
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a king penguin. Moving in a clockwise direction from the king penguin, the elements on the path are an espresso, a lynx, a menu, a vending machine, a cl...	vending machine
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a bookcase. Moving in a clockwise direction from the bookcase, the elements on the path are a hammerhead shark, a wardrobe, a stupa, a spiny lobster, a ...	dumbbell
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a barometer. Moving in a clockwise direction from the barometer, the elements on the path are a couch, a window screen, a Siberian Husky, a Miniature Pi...	computer keyboard
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a mailbox. Moving in a clockwise direction from the mailbox, the elements on the path are a Maltese, a traffic light, a chiton, a mosquito net, an amphi...	Clumber Spaniel
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a computer keyboard. Moving in a clockwise direction from the computer keyboard, the elements on the path are a library, a mailbox, a parachute, a Grann...	southern black widow
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a bittern. Moving in a clockwise direction from the bittern, the elements on the path are a hyena, a conch, a barber chair, a stick insect, a Labrador R...	grey wolf
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an espresso. Moving in a clockwise direction from the espresso, the elements on the path are a tiger cat, a sea snake, a tiger shark, a sawmill, a Europ...	tiger cat
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a wild boar. Moving in a clockwise direction from the wild boar, the elements on the path are a triceratops, a ram, a terrapin, a mink, a Model T, a coc...	triceratops
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a bell-cot. Moving in a clockwise direction from the bell-cot, the elements on the path are a speaker, a Rhodesian Ridgeback, a guenon, a T-shirt, a tar...	Rhodesian Ridgeback
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an ear. Moving in a clockwise direction from the ear, the elements on the path are a harp, a Scottish Deerhound, a bighorn sheep, a sink, a solar therma...	Irish Setter
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a hard disk drive. Moving in a clockwise direction from the hard disk drive, the elements on the path are a lawn mower, a bighorn sheep, a tobacco shop,...	bighorn sheep
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an African bush elephant. Moving in a clockwise direction from the African bush elephant, the elements on the path are a worm snake, a microwave oven, a...	minibus
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a CD player. Moving in a clockwise direction from the CD player, the elements on the path are a window shade, a trifle, a Redbone Coonhound, a radio tel...	radio telescope
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a paddle. Moving in a clockwise direction from the paddle, the elements on the path are a Model T, an eastern diamondback rattlesnake, a ski, a bulletpr...	Model T
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an agama. Moving in a clockwise direction from the agama, the elements on the path are a hen, a Gordon Setter, a fur coat, a vacuum cleaner, a burrito, ...	ocean liner
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a washing machine. Moving in a clockwise direction from the washing machine, the elements on the path are an American alligator, a black stork, a howler...	T-shirt
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a jeep. Moving in a clockwise direction from the jeep, the elements on the path are a lighter, a beaver, a swimming cap, a tailed frog, a modem, a toast...	jeep
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a mosquito net. Moving in a clockwise direction from the mosquito net, the elements on the path are a radio telescope, a binoculars, a tiger cat, a Pers...	bow tie
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a mixing bowl. Moving in a clockwise direction from the mixing bowl, the elements on the path are a holster, a tiger cat, a pedestal, a coral fungus, a ...	Petri dish
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find a tights. Moving in a clockwise direction from the tights, the elements on the path are a nipple, a fig, a cottontail rabbit, a coho salmon, a stove, a ...	meerkat
You have been given a circular path consisting of 12 connected dots. At the start, you are positioned on the dot that is located at the top of the path, where you find an Affenpinscher. Moving in a clockwise direction from the Affenpinscher, the elements on the path are a dromedary, a radiator, a barrette, a split-rail...	Affenpinscher

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SpatialEvalLLM Dataset

Overview

The SpatialEvalLLM dataset is a collection of prompts with natural language descriptions of different geometries, including square grid (with variation of rhombus grid), rectangle grid, hexagonal grid, triangular grid, tree structure, and ring structure with different sizes. The dataset is designed for evaluating the performance of language models in navigating these spatial structures. Each prompt provides instructions regarding the starting point within the structure and directions for movement, along with the number of steps to take. The dataset facilitates benchmarking and assessing the ability of language models to understand and navigate spatial configurations.

The dataset contains the following components:

Folders:

map_global: Contains prompts where every prompt starts with a description of the entire structure. map_local: Contains prompts where only partial information of the structure is given.

File Naming Convention:

All files follow the format: type-[type]_size-[size]_steps-[steps]_seed-[seed]_n-[n]. type: Type of structure described in the prompts of the file. size: Size of the structure. steps: Number of navigation steps. seed: Random seed number. n: Number of prompts in the file.

Prompt Structure:

Every prompt has two keys: "question" and "answer". "question": The prompt itself. "answer": The ground truth for the prompt. Example File: type-ring_size-12_steps-8_seed-12_n-100 represents a file with 100 prompts of a ring structure with 12 nodes, 8 navigation steps asked to perform, generated using random seed 12.

Usage

Researchers and developers working in natural language processing (NLP), machine learning, and artificial intelligence (AI) can utilize the SpatialEvalLLM dataset for:

Training and evaluating large language models (LLMs) on spatial reasoning and navigation tasks.
Benchmarking the performance of different NLP models in understanding and following spatial instructions.
Investigating the capabilities and limitations of LLMs in navigating diverse spatial configurations.

If you wish to reproduce the dataset or generate more prompts with different sizes and navigation steps, the code used for data generation is available for download at https://github.com/runopti/SpatialEvalLLM, with instructions. You can use this code to generate custom prompts according to your specific requirements.

Citation

If you use the SpatialEvalLLM dataset in your work, please cite the following paper:

@article{yamada2023evaluating,
title={Evaluating Spatial Understanding of Large Language Models},
author={Yamada, Yutaro and Bao, Yihan and Lampinen, Andrew K and Kasai, Jungo and Yildirim, Ilker},
journal={Transactions on Machine Learning Research},
year={2024}
}

Contact

For any inquiries or issues regarding the dataset, please contact [yutaro.yamada@yale.edu, yihan.bao@yale.edu ].

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