aimagelab/ReT2-M2KR-ColBERT-SigLIP2-ViT-L
Visual Document Retrieval • 0.4B • Updated
• 28
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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 1 new columns ({'answer'})
This happened while the json dataset builder was generating data using
hf://datasets/aimagelab/ReT-M2KR/jsonl/m2kr/train/evqa_train.jsonl (at revision da2737f081b6d84928f634b3bb6075d7b95fb267)
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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
data_id: string
dataset_id: string
question: string
instruction: string
image_path: string
passage_text: string
passage_id: string
passage_image_path: string
answer: list<item: string>
child 0, item: string
to
{'data_id': Value('int64'), 'dataset_id': Value('string'), 'question': Value('null'), 'instruction': Value('string'), 'image_path': Value('string'), 'passage_text': Value('string'), 'passage_image_path': Value('null'), 'passage_id': Value('string')}
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 1334, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 911, in stream_convert_to_parquet
builder._prepare_split(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, 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 1 new columns ({'answer'})
This happened while the json dataset builder was generating data using
hf://datasets/aimagelab/ReT-M2KR/jsonl/m2kr/train/evqa_train.jsonl (at revision da2737f081b6d84928f634b3bb6075d7b95fb267)
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.
data_id int64 | dataset_id string | question null | instruction string | image_path string | passage_text string | passage_image_path null | passage_id string |
|---|---|---|---|---|---|---|---|
4,539,375 | cc | null | Relay a brief, clear account of the picture shown. | cc/00453/004539375.jpg | select luxury furniture 3 - inch gel memory foam mattress topper | null | a0a4b2e1-1d2c-4e0b-b93a-f3e7805f123e |
2,239,345 | cc | null | Render a clear and concise summary of the photo. | cc/00223/002239345.jpg | a grey watch with an army style strap | null | a7eba194-2439-4ab1-a05e-c4a75ef2fb2a |
5,947,502 | cc | null | Describe the image concisely. | cc/00594/005947502.jpg | a dragon kite flying in the blue sky stock images | null | a5a16a5e-c40a-468b-8917-0e96f1b53378 |
5,116,462 | cc | null | Create a compact narrative representing the image presented. | cc/00511/005116462.jpg | $ 10 - cute cheap printed mini dress - khaki multicolor striped floral print peasant short sleeve tunic | null | 73070400-3346-4091-a2b9-487918ae6b81 |
2,017,886 | cc | null | Write a terse but informative summary of the picture. | cc/00201/002017886.jpg | augmented reality using aruco markers in opencv | null | 06257429-63e3-450b-b29b-19c25dba265c |
1,819,539 | cc | null | Render a clear and concise summary of the photo. | cc/00181/001819539.jpg | a pair of childrens boots in the shape of knitted shoes | null | 70294ba7-f4e3-481c-a1d1-3677a677b847 |
2,838,027 | cc | null | Write a terse but informative summary of the picture. | cc/00283/002838027.jpg | floral watercolor clip art rose flower border with pink | null | 173aaae6-b5b3-4be2-b58f-911db83a6117 |
406,392 | cc | null | Offer a succinct explanation of the picture presented. | cc/00040/000406392.jpg | the divine queen in her elaborate masks canvas print featuring the face and hands of a woman with red hair | null | f1d19c79-6db5-4456-9b6a-f1256c3438d0 |
6,288,475 | cc | null | Write a terse but informative summary of the picture. | cc/00628/006288475.jpg | an aerial view of paris at night from a plane stock photo | null | 396db276-a356-4ec0-9b61-fb5e36bca0df |
75,539 | cc | null | Write a terse but informative summary of the picture. | cc/00007/000075539.jpg | the nike air trainer low in desert tan and black | null | f5f36f1f-7a7b-48fe-b46d-e8968ef825b1 |
1,649,122 | cc | null | Summarize the visual content of the image. | cc/00164/001649122.jpg | a illustration of a dj in a crowd with the text so dop | null | 595b1a5e-cc65-448c-9b44-0d4b302e9268 |
2,326,944 | cc | null | Offer a succinct explanation of the picture presented. | cc/00232/002326944.jpg | floor plan of cottage type house, 1 bedroom | null | 9d326d19-85a3-4a25-a635-722130a26ae7 |
93,116 | cc | null | Describe the image concisely. | cc/00009/000093116.jpg | a cat looking back sitting on a rock at the ocean vacation & travel summer beach ocean animal pet animals dog | null | 6a24fd50-0ba7-4dba-9126-60cd18e9b43d |
951,660 | cc | null | Describe the image concisely. | cc/00095/000951660.jpg | a small toy bin with a raccoon print | null | 909ba62f-5218-4ff0-97cc-a7358aaa03b2 |
6,366,709 | cc | null | Offer a succinct explanation of the picture presented. | cc/00636/006366709.jpg | business people at conference table, with a text saying why smart managers don't do sales meetings | null | 02de4fb2-764f-49a9-9493-8c0d8cd48c9f |
205,111 | cc | null | Provide a brief description of the given image. | cc/00020/000205111.jpg | the peanuts cartoon show, with a girl and a man holding up a sign that says, she's | null | 12f77cb3-81ae-4985-ae5a-78d5447f8752 |
3,062,571 | cc | null | Summarize the visual content of the image. | cc/00306/003062571.jpg | anker case for the jbl boom 2 | null | 583e1126-adf7-4613-b21b-152d23db3bde |
5,531,752 | cc | null | Create a compact narrative representing the image presented. | cc/00553/005531752.jpg | the front saddle seat pack is attached to a bike's saddle | null | 22039902-d364-43c4-9957-04141fd87497 |
5,389,063 | cc | null | Provide a brief description of the given image. | cc/00538/005389063.jpg | elisabeth henning | null | 7f9ec5ba-4d9d-4853-8cc1-973fcacd06ac |
3,713,357 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00371/003713357.jpg | a group of people on an inflatable raft, in a rapid white water river with a wave breaking | null | 5ed66c6a-1fd6-4589-991d-64502e6f3c58 |
1,489,285 | cc | null | Provide a brief description of the given image. | cc/00148/001489285.jpg | an orange traffic cone with a red flashing light | null | 2166739f-1ca4-435f-9c2c-fb412572bfc4 |
3,569,527 | cc | null | Create a compact narrative representing the image presented. | cc/00356/003569527.jpg | calculations for pca | null | 6624a787-0064-4f73-b235-c6bab338a8df |
82,148 | cc | null | Present a compact description of the photo's key features. | cc/00008/000082148.jpg | christmas greeting with wreath and red bauble on white background, scandinavian christmas text | null | 45a8f924-3836-4981-a364-cf797d0150fa |
956,213 | cc | null | Share a concise interpretation of the image provided. | cc/00095/000956213.jpg | nickelodeons new rugger | null | 17c4e505-1353-45dc-8c9c-80dec49adb14 |
6,498,284 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00649/006498284.jpg | the coffee maker stickers and stickers pack | null | 0f21aa67-c43c-4553-87cb-6c3bae09e5f8 |
3,618,761 | cc | null | Relay a brief, clear account of the picture shown. | cc/00361/003618761.jpg | arsenal womans 18 / 21 long sleeve training top | null | 0dc35834-4cea-41e3-8c1d-6569e402a2d3 |
4,564,488 | cc | null | Share a concise interpretation of the image provided. | cc/00456/004564488.jpg | a group of british motorcycle gear and helmets | null | 3fdc84c1-2c44-4849-a30a-566dd04491d8 |
4,398,009 | cc | null | Present a compact description of the photo's key features. | cc/00439/004398009.jpg | a burgundy book with a boat floating in the water | null | e44abf7a-0dd1-4b9d-a282-f0e2a3688288 |
3,472,061 | cc | null | Share a concise interpretation of the image provided. | cc/00347/003472061.jpg | rochelle lovett and joe manda | null | f3ca2e2f-870c-4611-8cb8-0b4f222fd612 |
3,362,053 | cc | null | Render a clear and concise summary of the photo. | cc/00336/003362053.jpg | twit, synonym for twit, synonym for twit | null | cde5f277-9c0c-4282-92a2-dc7c6098d6e1 |
2,972,155 | cc | null | Offer a succinct explanation of the picture presented. | cc/00297/002972155.jpg | the makers faire on a blue and white background with the logo of maker faire on it | null | 3fffc7a9-6e23-4eba-8f7c-3ef121c3c669 |
1,745,272 | cc | null | Relay a brief, clear account of the picture shown. | cc/00174/001745272.jpg | alpina sunglasses explorer black matt | null | d709f40c-fc04-406f-bca7-bd0b66e35cbd |
448,786 | cc | null | Present a compact description of the photo's key features. | cc/00044/000448786.jpg | two photos one is an orange lamp and the other is a white light | null | 5dcd53a1-7acd-4d60-8cd8-96eeacc0ac01 |
1,952,409 | cc | null | Create a compact narrative representing the image presented. | cc/00195/001952409.jpg | the data center features three tablets, a tablet monitor and various diagrams | null | 923e7ca8-29b9-4293-b46c-daebc28fbfdd |
412,068 | cc | null | Provide a brief description of the given image. | cc/00041/000412068.jpg | the nike air zoom elite is a sleek, lightweight shoe that will fit all the needs to pack up with | null | 797d3961-bb10-4e4a-981b-3dac16a6cb50 |
1,938,755 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00193/001938755.jpg | green tackle and ball fundraiser flyer | null | a60e97da-e9f1-4392-8d83-28ef3bf955e2 |
2,648,198 | cc | null | Describe the image concisely. | cc/00264/002648198.jpg | men's black and red ohio duck river jacket | null | cd4b6857-01f7-4af4-b4f0-3b6e5e8c6168 |
3,172,346 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00317/003172346.jpg | the aerial view of the marina and resort of benissa, near barcelona, on the coast of the mediterranean | null | 3ac141c2-a64b-43c6-a8ad-0e441cc5919c |
896,428 | cc | null | Describe the image concisely. | cc/00089/000896428.jpg | a phone on a red background, with a white and red text that reads spread positivity | null | 2fa94b56-5c82-4dc0-a2ff-7e5b9fcef4a4 |
678,978 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00067/000678978.jpg | ufc ufc announces welterweights to the ring on the next episode of wwe | null | 7f02f560-4a2f-48e2-ad05-c19c6f3168a0 |
1,455,885 | cc | null | Describe the image concisely. | cc/00145/001455885.jpg | the chandelier with a glass center and gold finish | null | bc3c4cad-6e53-4c6e-821c-2925e7f8804c |
5,147,220 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00514/005147220.jpg | minister vijay kumar reddy addressing to media in visanagar, west bengal | hyderabad tv | null | 3176ae7b-cf16-4f33-9dca-c78ddba3f89c |
3,286,865 | cc | null | Share a concise interpretation of the image provided. | cc/00328/003286865.jpg | the midland charity ball flyer | null | a7b33bc6-6f1f-4c82-a6ff-2827269780aa |
4,915,801 | cc | null | Share a concise interpretation of the image provided. | cc/00491/004915801.jpg | space station and rose tank shirt | null | 8379aabc-860f-4f0f-8bd6-defdeddd018c |
3,085,194 | cc | null | Summarize the visual content of the image. | cc/00308/003085194.jpg | the process of using rfps to identify the operational environment | null | b9364940-2bd0-46b7-9bba-94294669fbb1 |
4,088,496 | cc | null | Create a compact narrative representing the image presented. | cc/00408/004088496.jpg | a bar graph shows the chromosome level and the age of the kinases of phosphoruso - 308 / mg | null | 7e32bc9b-3b21-41ca-944c-8c055e73ed2d |
3,674,579 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00367/003674579.jpg | platinum 1 01 princess cut pave diamond engagement rings | null | 220b2ede-7993-41fd-9c62-1ed773605dd4 |
54,222 | cc | null | Share a concise interpretation of the image provided. | cc/00005/000054222.jpg | a drawing of a bonsail with a frame behind it | null | 0ab87572-b084-4197-a5ed-a3099b2ade84 |
1,066,082 | cc | null | Provide a brief description of the given image. | cc/00106/001066082.jpg | the bands against breast cancer logo | null | 9504931a-9bec-4c3b-8859-2c2394677519 |
19,465 | cc | null | Offer a succinct explanation of the picture presented. | cc/00001/000019465.jpg | the bunk room | null | b68a3772-3249-4788-82b9-9716aba61967 |
5,301,430 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00530/005301430.jpg | the raven legacy of a master thief | null | 4e1365b5-3b0b-4fc7-8a3e-85a3da4e5072 |
2,448,962 | cc | null | Describe the image concisely. | cc/00244/002448962.jpg | a porch at rockytop, a 2 bedroom cabin rental located in pigeon country | null | 02f4d985-3c72-4180-a4de-b6976c2ca334 |
1,095,007 | cc | null | Present a compact description of the photo's key features. | cc/00109/001095007.jpg | the wrecker by clive cussler and justin scott | null | 1f3035fa-3dcc-46d1-8bac-6f8b552dbb10 |
1,558,989 | cc | null | Present a compact description of the photo's key features. | cc/00155/001558989.jpg | new york red bulls bamboo iphone case | null | e17cd7b8-5ba0-4da1-a468-b2f518a31696 |
275,473 | cc | null | Create a compact narrative representing the image presented. | cc/00027/000275473.jpg | the monster girls in the pit at brno | null | d3d6f7df-2dc9-429e-a5fa-003265d5856e |
3,060,719 | cc | null | Describe the image concisely. | cc/00306/003060719.jpg | the test - footed nerve's steps an evening with frank zappa by michael e schwartz | null | cbde5b39-14b0-49fd-a594-a75e557387f4 |
5,353,120 | cc | null | Summarize the visual content of the image. | cc/00535/005353120.jpg | front panel bracket cover for suzuki | null | cb909403-1dbb-433b-a71c-b1f01932efc4 |
2,306,499 | cc | null | Present a compact description of the photo's key features. | cc/00230/002306499.jpg | vampire nights - the new adventures of vampire nights 1 | null | 3367c23a-1771-4f6b-9d8f-9904a66779ce |
1,154,889 | cc | null | Summarize the visual content of the image. | cc/00115/001154889.jpg | the soprano christmas sweatshirt with a santa claus head on it | null | 77ad0ba5-d858-4973-953b-82d30074b608 |
108,574 | cc | null | Present a compact description of the photo's key features. | cc/00010/000108574.jpg | rock formations near the dolomite mountains in italy | null | 20adbc88-b005-48f1-8ad2-218b5a93e9ea |
51,961 | cc | null | Provide a brief description of the given image. | cc/00005/000051961.jpg | a model presents a costume in the costume contest | null | 0438fa9d-ebc6-4e5b-8656-8553ac3b6ee5 |
769,514 | cc | null | Render a clear and concise summary of the photo. | cc/00076/000769514.jpg | red rock swing band | null | c39d5882-6841-4f05-9acc-b3022b940cfc |
5,002,288 | cc | null | Relay a brief, clear account of the picture shown. | cc/00500/005002288.jpg | 2 piece children turban baby hat fashion pearl flower cotton bow knot headband toddler baby cap cute | null | 70a3c3ee-acc2-42d7-ab86-9c15ff7643bc |
338,977 | cc | null | Offer a succinct explanation of the picture presented. | cc/00033/000338977.jpg | the drum player and drummer of the marching unit march in a parade | null | d236ee84-3f2b-40f8-962b-388f88965cb4 |
1,881,338 | cc | null | Summarize the visual content of the image. | cc/00188/001881338.jpg | a golf flag mounted with the logo of a pga tournament | null | 822fca6f-23bb-488b-abc2-159581e91619 |
477,760 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00047/000477760.jpg | a portrait of an old woman in a purple dress with tia tia and diamond earrings | null | 32ae14ca-381c-4d52-ac22-82cfa5357ecb |
140,736 | cc | null | Summarize the visual content of the image. | cc/00014/000140736.jpg | a gold lamp that is hanging from the ceiling | null | ca5ab418-e269-4663-885c-59e6f11b595f |
466,761 | cc | null | Summarize the visual content of the image. | cc/00046/000466761.jpg | a clipboard and a pen with the words public health emergency next to it on a white table | null | 14f67879-46ea-42ec-9691-404c5c9a98bf |
1,217,151 | cc | null | Render a clear and concise summary of the photo. | cc/00121/001217151.jpg | a single - handle faucet with extended pop - up handles | null | 6d0923cf-86a0-461b-9881-1f146dda2484 |
33,482 | cc | null | Present a compact description of the photo's key features. | cc/00003/000033482.jpg | a close up shot of two cups with the nashville skyline in black and white | null | 948d91e9-d2c5-4a04-9427-17944b1f898f |
1,553,848 | cc | null | Render a clear and concise summary of the photo. | cc/00155/001553848.jpg | shah qur, his friend, and an indian family in the uae | null | 71989659-ed46-4765-a462-f757aa0ca5a6 |
3,761,714 | cc | null | Summarize the visual content of the image. | cc/00376/003761714.jpg | 6 plates stainless steel griddle table griddles for electric flat top griddle grill | null | 905fd3be-54f6-4b68-95b3-87349b066535 |
2,879,592 | cc | null | Summarize the visual content of the image. | cc/00287/002879592.jpg | window catch bronze brass | null | c4951d2e-3c73-41e9-aa7b-ce173d853368 |
1,999,543 | cc | null | Relay a brief, clear account of the picture shown. | cc/00199/001999543.jpg | a scene from a movie that shows people dancing together in a crowded dance room | null | ff978f8a-6b2a-435f-a443-ecda29d91eda |
1,452,028 | cc | null | Give a short and clear explanation of the subsequent image. | cc/00145/001452028.jpg | a red and white election 2016 jumbo tote bag | null | af760661-a18c-43bf-ae10-b03bb3bbe9dc |
536,940 | cc | null | Present a compact description of the photo's key features. | cc/00053/000536940.jpg | the marble bathroom features white and black marble walls and floors | null | 2b2536d1-81dc-4dd7-a282-36c0b2480219 |
3,617,195 | cc | null | Provide a brief description of the given image. | cc/00361/003617195.jpg | a red tin has the word maxwell house coffee in it | null | e4a66470-41f7-461c-ac4d-5596db7d29eb |
5,032,770 | cc | null | Summarize the visual content of the image. | cc/00503/005032770.jpg | the new benetem 33 | null | 2a4200e2-f7cd-4ed6-9655-ec5331866a32 |
1,071,511 | cc | null | Present a compact description of the photo's key features. | cc/00107/001071511.jpg | a little white baby clothes set with polo neck collar, shorts and shirt | null | 7020a253-8894-47f6-b693-8961a2057592 |
3,511,400 | cc | null | Summarize the visual content of the image. | cc/00351/003511400.jpg | anipeit tropical parrot food | null | eea4e2e9-46b9-44e2-9c59-62c39357c412 |
1,928,073 | cc | null | Write a terse but informative summary of the picture. | cc/00192/001928073.jpg | a man who loves to play drums mugs | null | fd2ee9fa-e917-4721-9da8-67cf802bd94b |
4,171,642 | cc | null | Describe the image concisely. | cc/00417/004171642.jpg | bunches of rebars with iron bar | null | fdd1bb94-d211-4c15-8b14-ccf37dcaeff4 |
2,228,340 | cc | null | Relay a brief, clear account of the picture shown. | cc/00222/002228340.jpg | modeling complex systems volume 23 of the computer vision | null | 7da400cb-ebaf-4b0a-a474-0f5bcf9893d7 |
1,365,521 | cc | null | Relay a brief, clear account of the picture shown. | cc/00136/001365521.jpg | a black bmw m140i sports hatch from a dealer's garage | null | 71385e60-a562-4ea6-858a-0c9cb8578e35 |
267,756 | cc | null | Describe the image concisely. | cc/00026/000267756.jpg | the main street in malmo, and some people walking around on a sunny day | null | 0d44a00d-8273-4efa-9b57-72f7051f8284 |
4,211,582 | cc | null | Describe the image concisely. | cc/00421/004211582.jpg | carrs toi n068m2 green black | null | 1d8fa36d-5751-488e-a320-9d3b08148f64 |
6,509,679 | cc | null | Create a compact narrative representing the image presented. | cc/00650/006509679.jpg | 6kw invertor battery controller, 3 phase control with power output voltage indicator, 12a | null | 41c09651-b654-488c-a641-e09408265aa8 |
1,792,187 | cc | null | Render a clear and concise summary of the photo. | cc/00179/001792187.jpg | a skull and cross bones sticker sits on the floor | null | 12c47add-6107-4e7e-be4e-51776ee00dcb |
5,643,616 | cc | null | Summarize the visual content of the image. | cc/00564/005643616.jpg | an image of a man wearing a multicolored vest tank top | null | 617c4553-3047-405c-9f6b-88cfbdbfbb49 |
1,358,562 | cc | null | Summarize the visual content of the image. | cc/00135/001358562.jpg | purple rain trousers with black and silver reflective details | null | 628d3e76-71bb-48b3-913b-fb78e320adf8 |
2,846,089 | cc | null | Present a compact description of the photo's key features. | cc/00284/002846089.jpg | an image of vintage reindeer sweater | null | a5fcabec-c332-4eb4-a445-0d37423dd1cd |
3,184,510 | cc | null | Relay a brief, clear account of the picture shown. | cc/00318/003184510.jpg | the quote on positiveness is one of the most difficult things people take different roads | null | 64458d38-de8b-4430-a848-5117c0e0f9fe |
287,377 | cc | null | Describe the image concisely. | cc/00028/000287377.jpg | england women's cricketers batsman person plays the ball as she hits out during the cricket international match against | null | 4cface0c-f05d-4e28-bfc4-3a922a3443af |
4,330,598 | cc | null | Offer a succinct explanation of the picture presented. | cc/00433/004330598.jpg | fundamentals of finite element analysis | null | a2559925-88e4-4235-9752-e532abdc071c |
176,395 | cc | null | Render a clear and concise summary of the photo. | cc/00017/000176395.jpg | cut paper on a piece of craft paper and glue to create the bow | null | 24038392-4a3e-4085-bc0b-93b77727e97c |
4,271,632 | cc | null | Share a concise interpretation of the image provided. | cc/00427/004271632.jpg | blue cartoon fish photo greeting card | null | 83ea8cf8-c634-4c68-b32d-848523185b5e |
3,662,504 | cc | null | Render a clear and concise summary of the photo. | cc/00366/003662504.jpg | the graph shows the trend of carbon dioxide concentrations in earth's atmosphere as compared to the percentage of greenhouse | null | 3bdd1e43-d165-4e42-aedc-c6a420b07ab1 |
3,174,711 | cc | null | Write a terse but informative summary of the picture. | cc/00317/003174711.jpg | 1 month full page seo traffic from seo for the most profitable website | null | 00ed19b1-082e-42ec-8db9-502352887f30 |
1,377,789 | cc | null | Provide a brief description of the given image. | cc/00137/001377789.jpg | the young lady in leopard print pencil skirt | null | 7ecd0b97-e89c-4691-9e35-4482ce8fa542 |
3,838,999 | cc | null | Relay a brief, clear account of the picture shown. | cc/00383/003838999.jpg | assassin's revelations ultimatum edition - pc dvd | null | 183b869e-4e14-4946-9edd-a4687804765c |
End of preview.
The dataset used to train and evaluate ReT for multimodal information retrieval. The dataset is almost the same as the original M2KR, with a few modifications:
- we exlude any data from MSMARCO, as it does not contain query images;
- we add passage images to OVEN, InfoSeek, E-VQA, and OKVQA. Refer to the paper for more details.
Sources
! Update 12/09/2025
We have just released ReT-2: Recurrence Meets Transformers for Universal Multimodal Retrieval
Download images
- Initialize git LFS
git lfs install
- Clone the repository (it will take a lot)
git clone https://huggingface.co/datasets/aimagelab/ReT-M2KR
cd ReT-M2KR
- Decompress images (it will take a lot, again)
# M2KR images
cd images/m2kr
cat ret-img-{000..129}.tar.gz | tar xzf -
# Encyclopedi-VQA knowledge base images
cd ../images/evqa_kb
for f in evqa-kb-img-{00000..00241}.tar.gz; do tar xzf "$f"; done
RAG - InfoSeek
jsonl/rag/kb_infoseek525k.jsonl is the knowledge base used to execute experiments on Retrieval-Augmented Generation on the InfoSeek benchmark. The field passage_image_path contains a relative path to the Wikipedia image associated with a given passage. The Wikipedia images can be downloaded from the OVEN repository.
Citation
BibTeX:
@inproceedings{caffagni2025recurrence,
title={{Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval}},
author={Caffagni, Davide and Sarto, Sara and Cornia, Marcella and Baraldi, Lorenzo and Cucchiara, Rita},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year={2025}
}
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