Datasets:

kbora
/

Half-Truths

id stringlengths 6 9	source_dataset stringclasses 1 value	foil_generator stringclasses 1 value	source_image_id stringlengths 29 29	image_sha256 stringlengths 64 64	original_caption stringlengths 32 240	anchor stringlengths 2 45	full_truth stringlengths 11 70	half_truth stringlengths 11 62	triplet_type stringclasses 2 values	foil_type stringclasses 4 values
coco_352	coco	qwen	COCO_val2014_000000086125.jpg	6c1351f968d7f2c60a2856876338d00cc7b988e3ba22386f0610574b351b8e6d	A crowd is watching teams play a soccer game.	soccer game	soccer game and crowd	soccer game and a marching band	entity	object_change
coco_364	coco	qwen	COCO_val2014_000000138639.jpg	911f7d2dffde2ed3fbd5a81e94ff62ab027a967fff663fbdd97ed9abdfccb712	A city view with buildings, bikers and walkers.	city view	city view and bikers	city view and skateboarders	entity	attribute_change
coco_409	coco	qwen	COCO_val2014_000000442128.jpg	b3149642b619bb7b8a2cd2cef3cbb7103f4d7f2011953a2f9c72c914494cabb1	A man standing by a counter in a room.	counter	counter and room	counter and a bathroom	entity	object_change
coco_410	coco	qwen	COCO_val2014_000000440763.jpg	1e6428502c797d75be7d6088530c4b9e22a90e812128194613f1f482ef36f3f1	A child, wearing a cat costume and umbrella, stands before a brick building.	umbrella	umbrella and cat costume	umbrella and a superhero cape	entity	attribute_change
coco_437	coco	qwen	COCO_val2014_000000264385.jpg	220d89b2b3afe5a48a5ba7a4a63bbc334663b9f67eddbb02b33dbfad66c47c38	An Apple computer with a special design is on the desk.	apple computer with a special design	apple computer with a special design and desk	apple computer with a special design and a bed	entity	object_change
coco_479	coco	qwen	COCO_val2014_000000208806.jpg	657e457320b5f27b94a5b44f1ba95901ce70f6a271d72d244dd6f48d5de390d3	A room that has a large television and television stand.	large television	large television and television stand	large television and a coffee table	entity	attribute_change
coco_523	coco	qwen	COCO_val2014_000000075412.jpg	e40c7247b00d2c6f080e3d3c87527fcfec5064275807819188c815f6767f0a3e	A doorway to a room that has a mantle, table and chair.	table	table and doorway	table and a staircase	entity	object_change
coco_530	coco	qwen	COCO_val2014_000000146813.jpg	a99a5e321c86f30357d43544be38bc4ff4b7a61082780482926af0c3f479c036	a close up of a bed with pillows and sheets	bed	bed and pillows	bed and a canopy	entity	object_change
coco_554	coco	qwen	COCO_val2014_000000492840.jpg	7d4856789d318fbd34d21d8348880941f02feb8a3ef82af6c7b049394513bd2b	A baseball player swinging a ball at a bat.	ball	ball and bat	ball and a giant foam finger	entity	object_change
coco_562	coco	qwen	COCO_val2014_000000125069.jpg	8d0aad2054ca61218b07627d6f59ecffd88c5fd1897516d32c5baf9be88dbe4b	A TV is shown on the side of a counter.	tv	tv and counter	tv and a bookshelf	entity	object_change
coco_585	coco	qwen	COCO_val2014_000000325838.jpg	2753bdbf9c6240d1b6a640aa79276132fb3e52a20df86091813377df38cb788b	this woman is at a desk using a computer	woman	woman and computer	woman and a printer	entity	object_change
coco_595	coco	qwen	COCO_val2014_000000030012.jpg	b2fabd5773797d1242612628eb3eea19382d2e427da554c48429a0a7504576a4	A plate full of pizza with corn on it over the cheese.	plate	plate and corn	plate and pineapple chunks	entity	object_change
coco_602	coco	qwen	COCO_val2014_000000156533.jpg	1923dfa463c2e942bcba93a6d8d26db94c9eeb8e5db14dbcf52a4c0efc370a15	a black toilet some toilet paper and brown tiles	brown tiles	brown tiles and toilet paper	brown tiles and a bathtub	entity	object_change
coco_618	coco	qwen	COCO_val2014_000000131527.jpg	989625dd17a5160cab12ada53f0667181cf79d20880ec5d3226fad1c0a3486f9	A close up of chopped broccoli florets with some leaves	close up of chopped broccoli florets	close up of chopped broccoli florets and some leaves	close up of chopped broccoli florets and sliced carrots	entity	object_change
coco_646	coco	qwen	COCO_val2014_000000552832.jpg	a2ebf198e4d7635716cba71673330488697f357a73f0ac59d8d8892510b454de	A couple of people and a television in a room.	television	television and a couple of people	television and a single person sitting alone	entity	attribute_change
coco_675	coco	qwen	COCO_val2014_000000481370.jpg	bd4a3dc52df797f2b2485ac718a0a97fae126d074a38869d3f5eadfca8398f2b	A picture of someone's white computer keyboard sitting on their desk.	white computer keyboard	white computer keyboard and desk	white computer keyboard and a filing cabinet	entity	attribute_change
coco_720	coco	qwen	COCO_val2014_000000437898.jpg	80a69fe0b425618642c322b5d6144af30d6f93f79acb20f6f9585141d5fed90c	A kitchen area with a stove, cabinets and a refrigerator.	refrigerator	refrigerator and stove	refrigerator and a blender	entity	object_change
coco_729	coco	qwen	COCO_val2014_000000495980.jpg	ff05c8a3330acc5edda58ceb5451b6c4991c3ed812df8601bddb6478e3543b3a	A picture of people posing by a fridge.	people	people and fridge	people and a washing machine	entity	attribute_change
coco_738	coco	qwen	COCO_val2014_000000196789.jpg	6beca8ca7ce902525f059ef14d4d4541e0eefd7c6534f0a15ae85e9b45615f34	A man standing next to a kitchen sink wearing a blue shirt.	blue shirt	blue shirt and kitchen sink	blue shirt and a kitchen island	entity	attribute_change
coco_753	coco	qwen	COCO_val2014_000000568041.jpg	31b929cef60a07ed9d666325d0b0916f14fb2764313d8e509c7d5bcf23f98eb9	a sectional sofa in a front room with a bookshelf and mirror with two floor lamps and two vases of flowers on either side	sectional sofa	sectional sofa and bookshelf	sectional sofa and a grand piano	entity	object_change
coco_756	coco	qwen	COCO_val2014_000000358255.jpg	f94ac874c8b5b2755876c0b95fd7f689d0ed499c9743c3a3705a925772f49c6a	Children's room with a bed and a small crib with stuffed toys on the ground.	small crib	small crib and stuffed toys	small crib and a rocking horse	entity	attribute_change
coco_775	coco	qwen	COCO_val2014_000000223374.jpg	766d2562e47922ae0e968033f7599b28e6a9c9d38d1e08d313f072d44af16db9	The tiny figurines are placed on the microwave.	microwave	microwave and tiny figurines	microwave and a pair of salt and pepper shakers	entity	object_change
coco_790	coco	qwen	COCO_val2014_000000076657.jpg	9bcec5530b20e69f1e6ae1c16a555df8adfcd23e29f9709282c4651a2df4e4d3	Living room setting with furniture, fireplace and lamp	furniture	furniture and lamp	furniture and a bookshelf	entity	object_change
coco_816	coco	qwen	COCO_val2014_000000486846.jpg	ef771d1631c788e039bc6a45047d6f61bf93bc66a2a4cd5828d6c289fe355e52	a bird standing on a table with leftover food on it	bird	bird and table	bird and a park bench	entity	object_change
coco_883	coco	qwen	COCO_val2014_000000335119.jpg	fa7f49eb9a0845a786cee8a6cc2e31c3c2154bd8b0a6c84f7e5b7869ff58e8c5	The bus behind the fence has a lot of graffiti on it.	graffiti	graffiti and fence	graffiti and a water tower	entity	object_change
coco_909	coco	qwen	COCO_val2014_000000498641.jpg	03acce36d700346a5105be9becfe2b774f17ec920bc805edc36704b13f363fea	A dog with a curious look lying on the floor of a den.	dog	dog and floor	dog and a fireplace	entity	object_change
coco_913	coco	qwen	COCO_val2014_000000433998.jpg	d595b46a4e05e212de0465276594281f76cfa85ccec9bb4e5065b508cd9ab80b	View from behind the back of person's head and shoulders in baseball uniform on a baseball field and man in baseball uniform on mound standing sideways and looking at other man, with illuminate board with numbers behind and crowd in stands.	other man	other man and illuminate board with numbers	other man and a marching band on the field	entity	object_change
coco_947	coco	qwen	COCO_val2014_000000451275.jpg	441c08005d9df46f88849137e62438eee0f6177380e77fc20f3cf9fa087c8619	A woman sitting at a table eating a hot dog.	woman	woman and table	woman and a baby highchair	entity	object_change
coco_1017	coco	qwen	COCO_val2014_000000413900.jpg	29678d43c0d636060d93f8450f8cb1792a94c9b4c09d366db7ae0c0f3db3cbb2	Two guys playing a game on a game system while others look on.	game	game and two guys	game and a group of women	entity	attribute_change
coco_32	coco	qwen	COCO_val2014_000000192905.jpg	35d5d4c1f01a856fa1565e92e1c4cc32248787a638a989ca9c70bd8ed118460f	A group of zebras that are in the grass.	grass	grass and group of zebras	grass and group of giraffes	entity	object_change
coco_33	coco	qwen	COCO_val2014_000000109092.jpg	e566688292e51e5d32d31d64d8027731f685fbe94675b150ae57db605ee145c0	A man holding a sausage dog and looking at the sausage dog	man	man and sausage dog	man and sausage cat	entity	attribute_change
coco_36	coco	qwen	COCO_val2014_000000429697.jpg	fc9822586877cb6c1ea43d3e31024afc623521f2cea6a4ec260a7dbeb81b22f4	Sheep forage for food in a snow covered range.	snow covered range	snow covered range and sheep	snow covered range and cow	entity	object_change
coco_38	coco	qwen	COCO_val2014_000000087156.jpg	f57a942a650e05c75dcae439012b38be5b20e4be3bff516ba7b41b53ffa31935	A train sits on the tracks in front of a mountain range.	train	train and mountain range	train and city skyline	entity	object_change
coco_40	coco	qwen	COCO_val2014_000000336355.jpg	6d1293dce962eff0b26013c3de7a00f26fb5a7fcb05061d7970ef4ae6f547b61	A woman posing for a picture while on skis.	woman	woman and skis	woman and skiing man	entity	attribute_change
coco_41	coco	qwen	COCO_val2014_000000249227.jpg	199f7887d7ef28ff4537c9f1433d68ebca674d7e543c310535bd42e560791c0a	A bathtub, toilet, mirror and sink in a bathroom.	toilet	toilet and bathtub	toilet and shower	entity	object_change
coco_42	coco	qwen	COCO_val2014_000000105349.jpg	ea2f64d946bffb9993f159c14762678b38953427ca12256c6a89a12097151ac0	A girl on her bike sits at the side of a busy street and talks on her cell phone.	bike	bike and girl	bike and boy	entity	attribute_change
coco_43	coco	qwen	COCO_val2014_000000521550.jpg	8787b45a25e1334543bbef7f1b6a00fb62a88d417bd5db880572f815eff8ef14	Numerous sail boats are docked in water near a city.	numerous sail boats	numerous sail boats and water	numerous sail boats and sand	entity	object_change
coco_44	coco	qwen	COCO_val2014_000000205035.jpg	bd4dc91f56704f4394464be3ce6cddb1cf4d09449f47a446b7fad3adbc922d71	A man and his dog sit by the water.	man	man and dog	man and cat	entity	object_change
coco_45	coco	qwen	COCO_val2014_000000031240.jpg	0b66f0e40a3a623e3f976722b33c3ccffcf5b115a970e475a9a5f154b1c2c2a2	A man sits still in a small train.	man	man and small train	man and small bus	entity	object_change
coco_46	coco	qwen	COCO_val2014_000000469200.jpg	65fca56973547fa987cd5c3393905352c928fa64a3df784b0e643ac74d24488d	a man catching a frisbee while people play on the beach	people	people and frisbee	people and basketball	entity	object_change
coco_47	coco	qwen	COCO_val2014_000000261758.jpg	00eb99583b847a6c796cde57078aad83b84332ac5e6461bd8a10341674448d42	A black dog standing next to a house.	black dog	black dog and house	black dog and tree	entity	object_change
coco_48	coco	qwen	COCO_val2014_000000328818.jpg	b3d091ea8674f7b36bd2627b49e3783aa52dffc9051d6234dfe4baf10ff56e5c	The woman is tying her shoe on a bench next to a parked bicycle.	woman	woman and shoe	woman and boot	entity	object_change
coco_53	coco	qwen	COCO_val2014_000000095959.jpg	5da5f2c1212cfeeb264c19b4284cf37edabe7b29e39968641dff3104e21f31af	A man and woman with surfboards on the sandy beach near an ocean.	man	man and ocean	man and forest	entity	object_change
coco_54	coco	qwen	COCO_val2014_000000109012.jpg	4b3dec4653b80726d5e0272e213917e16755a80ba2887949938455e74a50414c	Cars stopped at a red light in heavy traffic.	cars	cars and heavy traffic	cars and light traffic	entity	attribute_change
coco_56	coco	qwen	COCO_val2014_000000461573.jpg	77ecd181ea28d6ed548ae2222e948ee759c83c75b6898ad1a4c6705149618e5e	The metal park bench sits next to green grass.	green grass	green grass and metal park bench	green grass and wooden park bench	entity	attribute_change
coco_60	coco	qwen	COCO_val2014_000000092554.jpg	48d3ed4b0298c0795d68b44ab589dcffbfaf707c234b38b6aa712bcbb6b1b5c8	Several signs on a post indicate the locations of places.	several signs	several signs and a post	several signs and a tree	entity	object_change
coco_61	coco	qwen	COCO_val2014_000000363286.jpg	b01560bb54fa284ec834f16b1c2650f49ceb96c27f0e1e51b5fdb96835775af3	Passengers sit inside a bus that includes television screens.	bus	bus and television screens	bus and projector	entity	attribute_change
coco_63	coco	qwen	COCO_val2014_000000485129.jpg	f26511606bf7f39d8831a569601e0ca1fcf75042e484853a1355305aa0ec3206	A surfer is riding on a wave in the ocean.	ocean	ocean and surfer	ocean and swimmer	entity	object_change
coco_64	coco	qwen	COCO_val2014_000000454067.jpg	ca02485015a3f3181f024f3c76d9def206bcbfb44a36d4c8e940abe47ed1a469	A woman is playing video games on a small television	woman	woman and small television	woman and small computer	entity	object_change
coco_66	coco	qwen	COCO_val2014_000000389624.jpg	0c5f7b0de4de84d1ec646471acbc35049b55a4a3a1974a36693b37a21a5b3c0c	a kitchen with white counter tops and cabinets.	kitchen	kitchen and white counter tops	kitchen and black counter tops	entity	attribute_change
coco_67	coco	qwen	COCO_val2014_000000202748.jpg	6699752719d90e46127b5286f60218124238eb10932724673d096f62ae3a94a8	A white toilet with a black seat sitting in a small bathroom.	white toilet	white toilet and black seat	white toilet and white seat	entity	attribute_change
coco_68	coco	qwen	COCO_val2014_000000158372.jpg	a1baca755ecab36aa41bbe4e5160ff375ac7f7f73073895189bf014d7a70e705	A suitcase at an airport TSA screening area	airport tsa screening area	airport tsa screening area and suitcase	airport tsa screening area and backpack	entity	object_change
coco_69	coco	qwen	COCO_val2014_000000057072.jpg	37e2c298d0ab40ff68f21ce8408962e95ae511bb948f21ddc397992bdba4571e	A knife and several slices of bread on a table.	table	table and knife	table and spoon	entity	object_change
coco_72	coco	qwen	COCO_val2014_000000384794.jpg	6e2daacafdeb14289629da12d89597851ce3fbb4c41b43a744fc444d3bfca288	A steam clock on the side of the street attracts onlookers.	onlookers	onlookers and side of the street	onlookers and top of the street	entity	attribute_change
coco_73	coco	qwen	COCO_val2014_000000385190.jpg	cf3f29102a816983fd65daace27a91c4da55438eb16de7869ccbd76a268e1fdc	a street corner is boarded by painted walls	painted walls	painted walls and street corner	painted walls and city park	entity	object_change
coco_74	coco	qwen	COCO_val2014_000000004108.jpg	9f8ef24dcfcb3d49008c65ab99118e7e67623328aa7abf9cb58433bfbe96e334	a table with many different food items and a cake	table	table and many different food items	table and many different books	entity	object_change
coco_75	coco	qwen	COCO_val2014_000000388009.jpg	a8bab966255dac735e465317bb9b3fe78ce9d9d77e51c9f19121d4c339a424b8	An orange and white kitten sleeping on a wood floor beside a shoe.	orange and white kitten	orange and white kitten and wood floor	orange and white kitten and wood table	entity	object_change
coco_76	coco	qwen	COCO_val2014_000000300090.jpg	8a98f78ba67ce7390b05992222c5b821019a845a9d1d635b4a83a3584c37ba81	A street view of a bunch of pubs, in a small alleyway.	street view	street view and small alleyway	street view and wide street	entity	attribute_change
coco_77	coco	qwen	COCO_val2014_000000403315.jpg	c3e50451071fde19c0654783e721d6d296baf21e8ab1107fc5f5d1a9300a405a	A dog in a park with a frisbee in its mouth.	frisbee	frisbee and park	frisbee and forest	entity	object_change
coco_79	coco	qwen	COCO_val2014_000000193401.jpg	aaafb917893ff860fc30dee93676cf4cef63721b5c2ce1e67c56176186cfa054	A VERY SMALL WHITE PONY AND A WOMAN STANDING NEAR BY	a woman	a woman and a very small white pony	a woman and a very large black horse	entity	attribute_change
coco_80	coco	qwen	COCO_val2014_000000572017.jpg	9c42bdf33601cee6f5420eefb60f667d9519b530e5d62c1e04938c1daaae90d2	Bird feeding from a gourd feeder in a garden	gourd feeder	gourd feeder and garden	gourd feeder and park	entity	object_change
coco_81	coco	qwen	COCO_val2014_000000230240.jpg	f8aee3fc50a9a2cc7eb49d54f3a41656186bb0abd579fd97eaceb8c5e5a8fb34	Two people are posing on snow with skis.	skis	skis and snow	skis and sand	entity	object_change
coco_83	coco	qwen	COCO_val2014_000000417455.jpg	415c1a64858f5c16124a5b34aa876b908b8a109ec96717a8de1d98106bac9d42	A Pooh bear is sitting in a high chair.	pooh bear	pooh bear and high chair	pooh bear and low chair	entity	attribute_change
coco_84	coco	qwen	COCO_val2014_000000111909.jpg	4e24800169f9be5f4e7e7de8608dd72ee0420747c84f5a400738270cdf8b99ad	Water sprays from the waterski as the skier turns.	water	water and skier	water and surfer	entity	object_change
coco_86	coco	qwen	COCO_val2014_000000581394.jpg	d750451ec2fc61f6d9beba6fc05f8d565b493a741ac6c2cbc91d184644a0f180	An old bus being loaded with luggages as people with bicycles looks on	old bus	old bus and people	old bus and children	entity	object_change
coco_88	coco	qwen	COCO_val2014_000000075673.jpg	d8247304b9066b3a414f3e92b757b1ab38c8d70715eb4547559791ca209a9d19	A dog is taking a pop on the grass	pop	pop and grass	pop and sand	entity	object_change
coco_90	coco	qwen	COCO_val2014_000000119460.jpg	43f3b8289ed8668cffc51c4bc9e042a7131cc96847f3a565b3ff158ac6815f52	A prize wheel holding various prizes spins behind its glass cage.	glass cage	glass cage and various prizes	glass cage and various books	entity	object_change
coco_92	coco	qwen	COCO_val2014_000000213904.jpg	e4d5dac167f0b4d51dd5fc966f1088d06e608b897cc0995629cb3aff356b9224	A man holding a glass of wine while sitting at a table filled with wine glasses.	table	table and wine glasses	table and beer mugs	entity	object_change
coco_93	coco	qwen	COCO_val2014_000000006954.jpg	59471a9bed5c28ac2f3ad56af1799340d6acb90f7c87d1f60360d1a9466e89ea	Five small boys sitting on the grass holding two frisbees	grass	grass and two frisbees	grass and one frisbee	entity	attribute_change
coco_95	coco	qwen	COCO_val2014_000000569030.jpg	b2d3d4287c0dc942c4b0acc34135c02dac8a2aa4088031647c418ba2fbc789d7	A city crosswalk has a leaky fire hydrant on the street.	street	street and leaky fire hydrant	street and leaky water fountain	entity	object_change
coco_96	coco	qwen	COCO_val2014_000000304220.jpg	fa05f5c8bb81920d79f7fbeddc2bdbce975d30005990fe56a261febfbcaacb9d	The white polar bear is asleep on large boulders.	large boulders	large boulders and white polar bear	large boulders and black polar bear	entity	attribute_change
coco_98	coco	qwen	COCO_val2014_000000392493.jpg	ea74a337a84584fb029966a7ba4d0630ac0b81964fe7fdc0526caf062ad545f5	A large flag pole with a flag hanging off of it's side.	flag	flag and large flag pole	flag and large tree	entity	object_change
coco_100	coco	qwen	COCO_val2014_000000424155.jpg	9bc1f204fb299cf4a389e529422211ceaa9b6fcfe3cd56b7864f827701dab1ad	Two trolley cars drive down a street with a McDonald's and people in the background.	people	people and street	people and forest	entity	object_change
coco_105	coco	qwen	COCO_val2014_000000333000.jpg	7d5863d30e133ff61680a9d479d019ffa6614d434ea59be7fb0228de318a5bd6	Small boys are playing a softball game on grass.	softball game	softball game and grass	softball game and sand	entity	object_change
coco_106	coco	qwen	COCO_val2014_000000549635.jpg	cc3964c0382fbcf0a2371750891cd3c0e21b7e160020dcd4ccb4e6c8038584af	a outside produce market with different fruit and vegetables	different fruit and vegetables	different fruit and vegetables and outside produce market	different fruit and vegetables and indoor grocery store	entity	object_change
coco_108	coco	qwen	COCO_val2014_000000536602.jpg	e726b653cfaec5ecf2fad857ec5ac35ec6536d4745a777e6d7a9ad54f778d4d3	A bunch of cell phones attached to wires.	wires	wires and a bunch of cell phones	wires and a bunch of headphones	entity	object_change
coco_111	coco	qwen	COCO_val2014_000000494846.jpg	5cf95aeff61a42482e30dada56f407191911cfa3021d5bc63008198172b59f51	A man grins as he takes a doughnut from a plate	man	man and doughnut	man and burger	entity	object_change
coco_113	coco	qwen	COCO_val2014_000000105923.jpg	d118f309dc5e3a8b2d5702b927fce9222d6edd86425730c818902e496bc8a80c	Elephant displayed in window of city building near roadway.	window	window and city building	window and city bridge	entity	object_change
coco_114	coco	qwen	COCO_val2014_000000403907.jpg	472717c4769068edf1e7ba41940d3157800a0b20904a9039d84d2879215c0bc8	A red bench sitting below tall neon lit buildings.	tall neon lit buildings	tall neon lit buildings and red bench	tall neon lit buildings and blue bench	entity	attribute_change
coco_115	coco	qwen	COCO_val2014_000000496093.jpg	8ecba0967f59c08dd939cbcd1dd32f5746808a64a10c61cde540a2d563a9a157	A wooden park bench with colorful leaves on the ground.	wooden park bench	wooden park bench and colorful leaves	wooden park bench and gray leaves	entity	attribute_change
coco_116	coco	qwen	COCO_val2014_000000572907.jpg	d7ccc3a383583a5e08322cf409fed5fbd0b57a544899af08fd185c84a267054e	A tennis player prepares to hit a ball on a tennis court with spectators sitting in the stands.	spectators	spectators and tennis player	spectators and golfer	entity	object_change
coco_117	coco	qwen	COCO_val2014_000000023623.jpg	ed65e150970205db49f825b385afebbf9c9c9f6db98fd2820bb6db920e5c1624	a bathroom with two sinks at the counter with a large mirror on top	counter	counter and large mirror	counter and a bathtub	entity	object_change
coco_120	coco	qwen	COCO_val2014_000000077050.jpg	73e7461588af65d356e82850816c2c4c64dc49daf6bf51099b8957b329257438	A man is in the kitchen preparing carrots.	man	man and carrots	man and broccoli	entity	object_change
coco_125	coco	qwen	COCO_val2014_000000168458.jpg	9d79b9739c0ebb2089e3475b9a664ebd982a1b6ed2d93739590a5bbc1f5bbd5e	Flowers sit in a vase, on a table, beside a watering container.	vase	vase and watering container	vase and watering can	entity	object_change
coco_128	coco	qwen	COCO_val2014_000000413008.jpg	5347485ce65e6146a9646674fd03fea12bcca07406298d5b40c84d68ef1feeba	A wooden plate with a pastry covered in frosting and cherries.	pastry	pastry and frosting	pastry and sauce	entity	attribute_change
coco_129	coco	qwen	COCO_val2014_000000547336.jpg	d89167b4015b2ffb42d4bccabc87fed2de0ca2721f96140fb451b31a52ff9982	a woman sitting next to a fire hydrant with a notebook in hand	fire hydrant	fire hydrant and notebook	fire hydrant and laptop	entity	object_change
coco_130	coco	qwen	COCO_val2014_000000367429.jpg	dc9656b9b19144908635f09c8b5d96b0bde870208c797a0c3ca4c0f10d5697ed	People carrying bags and walking through a parking lot.	bags	bags and parking lot	bags and parking garage	entity	object_change
coco_132	coco	qwen	COCO_val2014_000000375503.jpg	82920d1076128ab4252af7b86bbd9e40a789c530304e762a6aba9c73cce5c26d	Scene from the top of stairs looking down at den with desk and tall clock.	scene	scene and top of stairs	scene and bottom of stairs	entity	attribute_change
coco_133	coco	qwen	COCO_val2014_000000353067.jpg	845b7b1ec090b98ebfe097a1d309e54fd8810242b6a5fad680d463f73c35b906	A man riding a skateboard through the air at a skate park.	skateboard	skateboard and skate park	skateboard and gym	entity	object_change
coco_135	coco	qwen	COCO_val2014_000000180011.jpg	47706a6be9df4d2cdadfd08dbfc275c502e68f8a4ac9469f463e0b3bcf8f112a	A boy feeding four giraffes at a zoo from his hand	four giraffes	four giraffes and zoo	four giraffes and forest	entity	object_change
coco_136	coco	qwen	COCO_val2014_000000561698.jpg	700305cc55ecd9565973bc1eb68ce598d58f34c874e7105434154e7398abf60d	Floral arrangement in small glass vase on table outdoors.	floral arrangement	floral arrangement and outdoors	floral arrangement and indoor	entity	object_change
coco_137	coco	qwen	COCO_val2014_000000487095.jpg	6f63367e6e39769ae811dfef7db63f3dcc5afe1b6b9079cabb20a9aedb7dca83	A zoo keeper walks away as a zebra and giraffes follow her.	giraffes	giraffes and zoo keeper	giraffes and gardener	entity	object_change
coco_140	coco	qwen	COCO_val2014_000000358624.jpg	1a48258bd93a134660fcc7ee465284eea19dae191b8d842e31b29d1c2d756303	A hand holding a large orange next to a Christmas tree.	hand	hand and large orange	hand and large apple	entity	object_change
coco_141	coco	qwen	COCO_val2014_000000470832.jpg	1ba8a86f795a34c4f9008644f24cd88c5ca1fa1e26498cbc0c5587ae1f140973	A baseball player with the number "19" on his shirt holding a black bat in his hand at a game.	number '19' on his shirt	number '19' on his shirt and baseball player	number '19' on his shirt and basketball player	entity	object_change
coco_142	coco	qwen	COCO_val2014_000000430259.jpg	6c11684619e16752981ae6fde115fbb95ade58a29d2576581c0067b3e671f855	A man leaning on a railing talking on a phone with an attached tiny umbrella.	man	man and railing	man and ladder	entity	object_change
coco_147	coco	qwen	COCO_val2014_000000296303.jpg	c5e5fe3a9755f759a5acf042488e4f3f2737671ffc040ab37b6c4305acdc0e21	A grasshopper in a cage eating a slice of carrot.	grasshopper	grasshopper and slice of carrot	grasshopper and slice of cucumber	entity	object_change
coco_149	coco	qwen	COCO_val2014_000000173545.jpg	0ce20d2cc9976a592483cbd8d9bcb0ffde3fe83b0506b9fc7179a92a51c1b47c	two elephants standing side by side in the grass next to the trees	two elephants	two elephants and grass	two elephants and sand	entity	object_change
coco_150	coco	qwen	COCO_val2014_000000082940.jpg	3ea957ccc1d1b2e4f7089918cb1cab8ad02a0b1c3638d6dadf292865d48813f8	two females on paddle boards in the water	paddle boards	paddle boards and two females	paddle boards and one female	entity	attribute_change
coco_151	coco	qwen	COCO_val2014_000000138196.jpg	b1c78c162fbca08e741a6e39d2fe44fafd2b5d6fd3a155281ff5f85b03310e17	A train is driving down the tracks in front of a building.	train	train and tracks	train and roads	entity	object_change
coco_155	coco	qwen	COCO_val2014_000000151247.jpg	c8f41462b25ccbb65ff344664b1698131c5fda28556359c8e70103b52156a5d1	Several posters on the wall behind a toilet seat.	several posters	several posters and wall	several posters and ceiling	entity	object_change

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Half-Truths

Evaluation data for Half-Truths Break Similarity-Based Retrieval, NeurIPS 2026. Bora Kargi, Arnas Uselis, Seong Joon Oh.

A half-truth extends a correct image description with an incorrect entity or relation. This release contains the exact 1,437 comparisons used for the paper's verified evaluation.

Configuration	Images from	Foils from	Entity	Relation	Total
`coco_qwen`	COCO	Qwen	254	255	509
`coco_mistral`	COCO	Mistral	252	202	454
`cc3m_qwen`	CC3M	Qwen	251	223	474

These are three evaluation settings. All use the test split; they are not training/validation/test partitions of one source. Comparisons may share images, so row counts are not unique image counts. Do not train on these evaluation captions.

Load

from datasets import load_dataset

dataset = load_dataset("kbora/Half-Truths", "coco_qwen", split="test")
sample = dataset[0]
image = sample["image"]
anchor, full_truth, half_truth = (
    sample["anchor"], sample["full_truth"], sample["half_truth"]
)

The Parquet files embed the original image bytes used by evaluation, rather than annotation-tool thumbnails. image_sha256 identifies each image's contents.

Fields

id: stable comparison identifier, including source configuration.
image: image associated with the comparison.
source_dataset, source_image_id, foil_generator: provenance.
image_sha256: checksum of the embedded image bytes.
original_caption: source caption.
anchor: correct shorter description.
full_truth: correct extended description.
half_truth: description with an incorrect addition.
triplet_type: entity or relation.
foil_type: the type of edit used to construct the incorrect addition.

Evaluation

Normalize image and text embeddings and compute cosine similarity s.

Half-Truth accuracy: fraction with s(image, anchor) > s(image, half_truth).
Correct-Ordering Rate: fraction with s(image, full_truth) > s(image, anchor) > s(image, half_truth).

Use strict comparisons; ties do not count as correct. Report overall, entity, and relation results for each configuration. Overall accuracy weights comparisons equally. The paper's three-source average weights configurations equally. Both metrics use the same released rows.

On coco_qwen, the paper reports CLIP 34.0% and CS-CLIP 76.4% Half-Truth accuracy. See the code repository for evaluation and the training dataset for prepared training annotations.

Construction and limitations

Text-only generators extract caption units and create plausible foils. Image-grounded automated checks precede manual verification; the retained incorrect additions were checked against their images. The suite covers two image sources and two foil generators, with a limited number of comparisons. Human verification reduces accidental true foils but does not establish that every possible interpretation or visual ambiguity has been eliminated. These results measure the specified additive-caption diagnostic, not unrestricted visual reasoning.

manifest.json records source annotation hashes and comparison counts. Public fields contain the final evaluated captions; internal annotation notes and machine-specific paths are omitted.

Source assets and licensing

The authors’ generated annotations are released under CC BY 4.0. This grant covers their contributions, not third-party source captions or images.

Images originate from COCO and Conceptual Captions. Source images retain their original rights and terms. An annotation license does not relicense source images.

Citation

@inproceedings{kargi2026halftruths,
  title={Half-Truths Break Similarity-Based Retrieval},
  author={Kargi, Bora and Uselis, Arnas and Oh, Seong Joon},
  booktitle={Advances in Neural Information Processing Systems},
  year={2026},
  url={https://arxiv.org/abs/2602.23906}
}

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Paper for kbora/Half-Truths

Half-Truths Break Similarity-Based Retrieval

Paper • 2602.23906 • Published Feb 27 • 6