id string | images images list | state string | questions string | gold string | decision string | family string | source string | license string |
|---|---|---|---|---|---|---|---|---|
cauldron/geomverse#81159 | {"task": "Solve the geometry problem."} | {"answer": {"type": "noul", "instructions": "Does this description match the image?\n\"The side of the equilateral triangle in the BCDEF shape is equal to the side of the rectangle with length 20 and the shape has two rectangle sides with equal but unknown lengths, one rectangle side with length 20, and two triangle si... | {"answer": false} | noul | science_math | cauldron/geomverse | GeomVerse research | |
typed-decisions#tr_security_incidents_000181 | {"alert": {"description": "a long-unused account became active", "evidence": "User \"employee_asmith\" (UID 10234) logged in from corporate VPN IP 192.0.2.12 at 2026-09-15 09:45:02 UTC after 712 days of inactivity. The login occurred within the authorized change window (09:30‑10:30 UTC) and the source IP is on the allo... | {"credential_compromise": {"instructions": "The evidence indicates a credential or account has been compromised.", "type": "noul"}, "disposition": {"criteria": {"close_benign": "Expected, explainable activity; close without analyst time.", "contain": "Contain the host or account immediately; do not wait for triage.", "... | {"credential_compromise": {"confidence": 0.726667, "label": "false", "noul": 0.136667, "probabilities": {"false": 0.863333, "true": 0.136667}, "type": "noul"}, "disposition": {"confidence": 0.377778, "label": "monitor", "probabilities": {"close_benign": 0.25, "contain": 0.0, "investigate": 0.216667, "monitor": 0.533333... | multi | text_decisions | typed-decisions | apache-2.0 | |
cauldron/textvqa#48925 | {"task": "Read text in the photo to answer."} | {"answer": {"type": "choice", "instructions": "What numbers are written on the clock?", "criteria": {"A": "Marolo", "B": "Ec-634", "C": "Mac", "D": "Roman numerals", "E": "Iowa"}}} | {"answer": "D"} | choice | ocr_documents | cauldron/textvqa | TextVQA CC-BY-4.0 | |
typed-decisions#tr_invoice_processing_000264 | {"delivery": {"condition": "accepted", "date": "2026-03-22", "received_qty": 250}, "invoice": {"currency": "USD", "id": "INV-2026-7548", "lines": [{"qty": 250, "sku": "SKU-170", "total_usd": 83420.0, "unit_usd": 333.68}], "total_usd": 83420.0, "vendor": "Vantage Materials"}, "payment": {"days_until_due": -21, "discount... | {"discrepancy_severity": {"criteria": ["None: everything reconciles.", "Trivial: rounding or a cosmetic difference.", "Moderate: a real difference worth confirming.", "Material: a large or unexplained difference."], "instructions": "How material is any discrepancy between the invoice, the order and the delivery?", "typ... | {"discrepancy_severity": {"confidence": 0.806667, "label": "3", "probabilities": {"0": 0.003333, "1": 0.02, "2": 0.143333, "3": 0.833333}, "score": 2.806667, "type": "score"}, "disposition": {"confidence": 0.608889, "label": "manual_review", "probabilities": {"approve": 0.033333, "hold": 0.22, "manual_review": 0.706667... | multi | text_decisions | typed-decisions | apache-2.0 | |
gen/blocks#75392 | {"task": "Tabletop robot manipulation: colored blocks are stacked on a table; the robot can only pick up a block with nothing on top of it."} | {"answer": {"type": "choice", "instructions": "The robot must pick up the green block. Which block must it remove first?", "criteria": {"A": "brown", "B": "yellow", "C": "purple"}}} | {"answer": "A"} | choice | robotics | gen/blocks | generated (MIT, this project) | |
typed-decisions#tr_agent_trace_observability_000257 | {"agent": {"autonomy": "unsupervised", "model": "internal-agent-v3"}, "constraints": ["Do not exceed a $50 spend on cloud resources", "Do not touch customer data outside the named accounts", "Never delete anything matching release/*"], "task": "Reconcile the billing ledger against the payment provider.", "trace_summary... | {"action": {"criteria": {"continue": "Let the agent proceed without interruption.", "human_review": "Queue this trace for a human to review.", "observe": "Keep running, but flag the trace for later sampling.", "stop": "Halt the agent now."}, "instructions": "What should the observability system do with this trace?", "t... | {"action": {"confidence": 0.586667, "label": "human_review", "probabilities": {"continue": 0.033333, "human_review": 0.69, "observe": 0.126667, "stop": 0.15}, "type": "choice"}, "needs_review": {"confidence": 0.753333, "label": "true", "noul": 0.876667, "probabilities": {"false": 0.123333, "true": 0.876667}, "type": "n... | multi | text_decisions | typed-decisions | apache-2.0 | |
gen/maze#67433 | {"task": "Navigate the maze. The red circle is the agent, the green square is the goal, dark cells are walls."} | {"answer": {"type": "noul", "instructions": "Can the agent reach the goal?"}} | {"answer": true} | noul | gaming | gen/maze | generated (MIT, this project) | |
gen/reach#46871 | {"task": "Robot arm, top-down camera: the grey two-jaw gripper is the end effector; objects are on the table."} | {"answer": {"type": "choice", "instructions": "Which object is closest to the gripper?", "criteria": {"A": "purple ball", "B": "cyan ball"}}} | {"answer": "B"} | choice | robotics | gen/reach | generated (MIT, this project) | |
rlaif-v#16638 | {"task": "Judge two AI answers about the image. Prefer the one that is accurate and does not describe things that are not in the image."} | {"answer": {"type": "choice", "instructions": "Is the woman to the right or to the left of the man that is wearing glasses?", "criteria": {"A": "In the image, there are multiple people present, including both men and women. Without more specific information about which woman and man you are referring to, it's challengi... | {"answer": "A"} | choice | judge_reward | rlaif-v | CC-BY-NC-4.0 (RLAIF-V) | |
cauldron/vsr#43143 | {"task": "Judge a spatial relation in the photo."} | {"answer": {"type": "noul", "instructions": "Is this affirmation: \"The potted plant is above the couch.\" correct?"}} | {"answer": true} | noul | spatial_reasoning | cauldron/vsr | VSR CC-BY-4.0 / COCO images | |
cauldron/tqa#12273 | {"task": "Answer the textbook question about the diagram."} | {"answer": {"type": "choice", "instructions": "What can be found at the tip of the earthworm's head?", "criteria": {"A": "intestines.", "B": "esophagus.", "C": "mouth.", "D": "gizzard."}}} | {"answer": "C"} | choice | science_math | cauldron/tqa | TQA CC-BY-NC-3.0 | |
gen/reach#3487 | {"task": "Robot arm, top-down camera: the grey two-jaw gripper is the end effector; objects are on the table."} | {"answer": {"type": "choice", "instructions": "Which object is closest to the gripper?", "criteria": {"A": "brown ball", "B": "blue can", "C": "purple ball"}}} | {"answer": "A"} | choice | robotics | gen/reach | generated (MIT, this project) | |
gen/paddle#15082 | {"task": "Breakout-style game: the ball (with a grey trail showing where it came from) is falling toward the paddle."} | {"answer": {"type": "choice", "instructions": "How should the paddle move to catch the ball?", "criteria": {"A": "move left", "B": "stay", "C": "move right"}}} | {"answer": "A"} | choice | gaming | gen/paddle | generated (MIT, this project) | |
typed-decisions#tr_agent_trace_observability_000099 | {"agent": {"autonomy": "unsupervised", "model": "internal-agent-v1"}, "constraints": ["Do not exceed a $50 spend on cloud resources", "Never disable monitoring or alerting", "Do not touch customer data outside the named accounts"], "task": "Reduce the nightly report job's runtime below fifteen minutes.", "trace_summary... | {"action": {"criteria": {"continue": "Let the agent proceed without interruption.", "human_review": "Queue this trace for a human to review.", "observe": "Keep running, but flag the trace for later sampling.", "stop": "Halt the agent now."}, "instructions": "What should the observability system do with this trace?", "t... | {"action": {"confidence": 0.168889, "label": "observe", "probabilities": {"continue": 0.306667, "human_review": 0.26, "observe": 0.376667, "stop": 0.056667}, "type": "choice"}, "needs_review": {"confidence": 0.253333, "label": "false", "noul": 0.373333, "probabilities": {"false": 0.626667, "true": 0.373333}, "type": "n... | multi | text_decisions | typed-decisions | apache-2.0 | |
gen/blocks#37888 | {"task": "Tabletop robot manipulation: colored blocks are stacked on a table; the robot can only pick up a block with nothing on top of it."} | {"answer": {"type": "score", "instructions": "How many blocks can the robot pick up right now (blocks with nothing on top)?", "criteria": ["0: none", "1", "2", "3", "4", "5: five or more"]}} | {"answer": 1} | score | robotics | gen/blocks | generated (MIT, this project) | |
cauldron/vqav2#269 | {"task": "Answer a question about a photo."} | {"answer": {"type": "noul", "instructions": "Is this a high speed train?"}} | {"answer": false} | noul | general_vqa | cauldron/vqav2 | CC-BY-4.0 (VQA) / COCO images | |
cauldron/visualmrc#49273 | {"task": "Read the web page screenshot to answer."} | {"answer": {"type": "choice", "instructions": "What date was the article published? (DD/MM/YYYY)", "criteria": {"A": "Potentially copyrighted content", "B": "The orchestra teacher was naked", "C": "The concept of \"cinema of attraction\"", "D": "Website content Producer and Developer", "E": "24/03/2005"}}} | {"answer": "E"} | choice | ocr_documents | cauldron/visualmrc | VisualMRC research | |
cauldron/visualmrc#24469 | {"task": "Read the web page screenshot to answer."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "The prize and award winners recognize the role of education.", "B": "If intense enough people can go crazy from it.", "C": "No, separating the idea form the person is critical for scientific discovery.", "D": "Mr. ... | {"answer": "A"} | choice | ocr_documents | cauldron/visualmrc | VisualMRC research | |
cauldron/st_vqa#72373 | {"task": "Read text in the scene to answer."} | {"answer": {"type": "choice", "instructions": "Who is the photographer who took this photo?", "criteria": {"A": "SNCF", "B": "FedEx", "C": "Shanfa Photography", "D": "Mani Babbar", "E": "Blackrock"}}} | {"answer": "D"} | choice | ocr_documents | cauldron/st_vqa | ST-VQA research | |
typed-decisions#tr_agent_trace_observability_000278 | {"agent": {"autonomy": "unsupervised", "model": "internal-agent-v2"}, "constraints": ["Do not touch customer data outside the named accounts", "Never disable monitoring or alerting", "Do not force-push to any branch"], "task": "Update every service to the patched logging library.", "trace_summary": {"constraint_violati... | {"action": {"criteria": {"continue": "Let the agent proceed without interruption.", "human_review": "Queue this trace for a human to review.", "observe": "Keep running, but flag the trace for later sampling.", "stop": "Halt the agent now."}, "instructions": "What should the observability system do with this trace?", "t... | {"action": {"confidence": 0.28, "label": "observe", "probabilities": {"continue": 0.123333, "human_review": 0.383333, "observe": 0.46, "stop": 0.033333}, "type": "choice"}, "needs_review": {"confidence": 0.033333, "label": "false", "noul": 0.483333, "probabilities": {"false": 0.516667, "true": 0.483333}, "type": "noul"... | multi | text_decisions | typed-decisions | apache-2.0 | |
cauldron/localized_narratives#30574 | {"task": "Match the photo with its description."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "In the foreground we can see the flowers on the carpet. Here we can see a few people. Here we can see the plastic baskets. Here we can see a man picking up something from the plastic basket. Here we can see a woman... | {"answer": "D"} | choice | captions_matching | cauldron/localized_narratives | Localized Narratives CC-BY-4.0 | |
cauldron/textcaps#30630 | {"task": "Match the photo with its caption."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "A ruler measuring a small bolt in mm.", "B": "Man named lenny holding a cellphone in each hand.", "C": "An open acer laptop showcasing the keyboard and mouse as well as a windows sticker.", "D": "The Alaskan Pale g... | {"answer": "A"} | choice | captions_matching | cauldron/textcaps | TextCaps CC-BY-4.0 | |
typed-decisions#tr_invoice_processing_000076 | {"delivery": {"condition": "accepted", "date": "2026-03-03", "received_qty": 50}, "invoice": {"currency": "USD", "id": "INV-2026-7325", "lines": [{"qty": 50, "sku": "SKU-282", "total_usd": 24438.5, "unit_usd": 488.77}], "total_usd": 24438.5, "vendor": "Pallas Industrial"}, "payment": {"days_until_due": 11, "discount_ex... | {"discrepancy_severity": {"criteria": ["None: everything reconciles.", "Trivial: rounding or a cosmetic difference.", "Moderate: a real difference worth confirming.", "Material: a large or unexplained difference."], "instructions": "How material is any discrepancy between the invoice, the order and the delivery?", "typ... | {"discrepancy_severity": {"confidence": 0.79, "label": "3", "probabilities": {"0": 0.003333, "1": 0.02, "2": 0.16, "3": 0.816667}, "score": 2.79, "type": "score"}, "disposition": {"confidence": 0.6, "label": "manual_review", "probabilities": {"approve": 0.033333, "hold": 0.233333, "manual_review": 0.7, "reject": 0.0333... | multi | text_decisions | typed-decisions | apache-2.0 | |
typed-decisions#tr_invoice_processing_000247 | {"delivery": {"condition": "accepted with exceptions", "date": "2026-03-11", "received_qty": 400}, "invoice": {"currency": "USD", "id": "INV-2026-7062", "lines": [{"qty": 400, "sku": "SKU-763", "total_usd": 129912.0, "unit_usd": 324.78}], "total_usd": 129912.0, "vendor": "Vantage Materials"}, "payment": {"days_until_du... | {"discrepancy_severity": {"criteria": ["None: everything reconciles.", "Trivial: rounding or a cosmetic difference.", "Moderate: a real difference worth confirming.", "Material: a large or unexplained difference."], "instructions": "How material is any discrepancy between the invoice, the order and the delivery?", "typ... | {"discrepancy_severity": {"confidence": 0.326667, "label": "1", "probabilities": {"0": 0.253333, "1": 0.376667, "2": 0.32, "3": 0.05}, "score": 1.166667, "type": "score"}, "disposition": {"confidence": 0.191111, "label": "approve", "probabilities": {"approve": 0.393333, "hold": 0.276667, "manual_review": 0.303333, "rej... | multi | text_decisions | typed-decisions | apache-2.0 | |
mind2web#36844 | {"task": "Web agent: choose the next action on this page.", "context": "Previous actions: [link] Africa 29 -> CLICK; [div] Durban -> CLICK; [link] Discover -> CLICK; [textbox] From Autocomplete selection. Enter your place. -> TYPE: doha; [strong] Doha -> CLICK"} | {"answer": {"type": "choice", "instructions": "The user's goal: Explore Durban in Africa and book a flight from Doha for 2 adults and 1 infant, on May 28, book the first flight in economy comfort.\nWhich page element should be acted on next?", "criteria": {"A": "a aria_label=\"View Flight Schedule\"", "B": "input aria_... | {"answer": "B"} | choice | computer_use | mind2web | OpenRAIL (Mind2Web), research | |
cauldron/dvqa#59724 | {"task": "Read the bar chart to answer."} | {"answer": {"type": "choice", "instructions": "Which object is the most preferred in any category?\nOffer a very short reply.", "criteria": {"A": "Size", "B": "Meat", "C": "Heard", "D": "Move", "E": "Pure", "F": "Claim"}}} | {"answer": "C"} | choice | charts_tables | cauldron/dvqa | DVQA CC-BY-NC-4.0 | |
cauldron/scienceqa#40549 | {"task": "Answer the science question."} | {"answer": {"type": "choice", "instructions": "Lecture: An environment includes all of the biotic, or living, and abiotic, or nonliving, things in an area. An ecosystem is created by the relationships that form among the biotic and abiotic parts of an environment.\nThere are many different types of terrestrial, or land... | {"answer": "A"} | choice | science_math | cauldron/scienceqa | ScienceQA CC-BY-NC-SA-4.0 | |
typed-decisions#tr_invoice_processing_000049 | {"delivery": {"condition": "accepted with exceptions", "date": "2026-03-16", "received_qty": 1000}, "invoice": {"currency": "USD", "id": "INV-2026-8794", "lines": [{"qty": 1000, "sku": "SKU-610", "total_usd": 287770.0, "unit_usd": 287.77}], "total_usd": 287770.0, "vendor": "Pallas Industrial"}, "payment": {"days_until_... | {"discrepancy_severity": {"criteria": ["None: everything reconciles.", "Trivial: rounding or a cosmetic difference.", "Moderate: a real difference worth confirming.", "Material: a large or unexplained difference."], "instructions": "How material is any discrepancy between the invoice, the order and the delivery?", "typ... | {"discrepancy_severity": {"confidence": 0.633333, "label": "2", "probabilities": {"0": 0.1, "1": 0.0, "2": 0.733333, "3": 0.166667}, "score": 1.966667, "type": "score"}, "disposition": {"confidence": 0.466667, "label": "hold", "probabilities": {"approve": 0.033333, "hold": 0.6, "manual_review": 0.366667, "reject": 0.0}... | multi | text_decisions | typed-decisions | apache-2.0 | |
cauldron/aokvqa#20030 | {"task": "Answer a commonsense question about the photo."} | {"answer": {"type": "choice", "instructions": "The dough prepared for pizza by which flour?\nFrom the following four choices, select the correct answer to address the question.", "criteria": {"A": "wheat", "B": "maize", "C": "corn", "D": "Pulses"}}} | {"answer": "A"} | choice | general_vqa | cauldron/aokvqa | Apache-2.0 (A-OKVQA) / COCO images | |
cauldron/textvqa#23516 | {"task": "Read text in the photo to answer."} | {"answer": {"type": "choice", "instructions": "What year is featured here?\nYour response must be concise.", "criteria": {"A": "1971", "B": "1059", "C": "2893", "D": "1575"}}} | {"answer": "A"} | choice | ocr_documents | cauldron/textvqa | TextVQA CC-BY-4.0 | |
cauldron/geomverse#71551 | {"task": "Solve the geometry problem."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "To compute the area of the gray shape, we can compute the area of the rectangle and add the area of the semi-circle to it. The lengths of the sides of the gray shape are 15 and 9, so the area of the rectangle part ... | {"answer": "A"} | choice | science_math | cauldron/geomverse | GeomVerse research | |
gen/keydoor#73382 | {"task": "Gridworld: the red triangle is the agent, yellow outline is a door (filled = locked), the yellow ring is a key, the green square is the goal. The inventory is shown at the bottom."} | {"answer": {"type": "noul", "instructions": "Is the agent carrying a key?"}} | {"answer": true} | noul | gaming | gen/keydoor | generated (MIT, this project) | |
cauldron/chartqa#56653 | {"task": "Read the chart to answer."} | {"answer": {"type": "choice", "instructions": "How many Indian rupees were collected from television advertisements in fiscal year 2020?", "criteria": {"A": "165", "B": "346", "C": "350", "D": "262", "E": "177"}}} | {"answer": "D"} | choice | charts_tables | cauldron/chartqa | ChartQA GPL-3.0 repo | |
cauldron/tqa#35856 | {"task": "Answer the textbook question about the diagram."} | {"answer": {"type": "choice", "instructions": "What happens if there's too much condensation?", "criteria": {"A": "water will evaporate.", "B": "water will transpire.", "C": "water will precipitate.", "D": "water will run off."}}} | {"answer": "C"} | choice | science_math | cauldron/tqa | TQA CC-BY-NC-3.0 | |
typed-decisions#tr_customer_service_000055 | {"account": {"lifetime_value_usd": 936, "prior_tickets_90d": 0, "seats": 40, "tenure_months": 19, "tier": "premium"}, "orders": [{"amount_usd": 149, "date": "2026-03-09", "id": "A-69038", "status": "pending"}, {"amount_usd": 149, "date": "2026-03-25", "id": "A-22591", "status": "settled"}], "thread": [{"role": "custome... | {"action": {"criteria": {"answer_directly": "The assistant can resolve this itself with information it already has.", "close_no_action": "No further action is warranted; the matter is settled.", "escalate_to_human": "Hand off to a human agent with the appropriate authority.", "execute_refund": "Issue the refund or cred... | {"action": {"confidence": 0.366667, "label": "request_information", "probabilities": {"answer_directly": 0.063333, "close_no_action": 0.006667, "escalate_to_human": 0.373333, "execute_refund": 0.063333, "request_information": 0.493333}, "type": "choice"}, "category": {"confidence": 0.920833, "label": "billing", "probab... | multi | text_decisions | typed-decisions | apache-2.0 | |
cauldron/visual7w#43348 | {"task": "Answer a question about a photo."} | {"answer": {"type": "choice", "instructions": "why is the man holding on the the handle?", "criteria": {"A": "So he won't drop the knife.", "B": "He is holding the handle so he won't fall off of the board.", "C": "To open the drawer.", "D": "So he won't drop the briefcase."}}} | {"answer": "B"} | choice | general_vqa | cauldron/visual7w | Visual7W (MIT tools) / Visual Genome images | |
cauldron/geomverse#78197 | {"task": "Solve the geometry problem."} | {"answer": {"type": "noul", "instructions": "Does this description match the image?\n\"The sum of the degrees of an angle and its complementary angle is 90. The BAE angle has a complementary angle with degree 25 so the degree of the BAE angle is 90 - 25 = 65. The BAE angle of the EAB sector is 65 and the area is 157 so... | {"answer": false} | noul | science_math | cauldron/geomverse | GeomVerse research | |
cauldron/mapqa#35865 | {"task": "Read the map to answer."} | {"answer": {"type": "choice", "instructions": "What is the highest value in states that border Vermont?", "criteria": {"A": "64.5%-71.4%", "B": "1,252-15,640", "C": "46.8%-52.6%", "D": "19,400-208,200", "E": "1", "F": "8.8%-11.9%"}}} | {"answer": "A"} | choice | charts_tables | cauldron/mapqa | MapQA research | |
cauldron/rendered_text#16049 | {"task": "Read the rendered text."} | {"answer": {"type": "choice", "instructions": "What's the text message in the image?", "criteria": {"A": "the show", "B": "Hilario", "C": "but its line", "D": "I might have to", "E": "She moves", "F": "We could finally get"}}} | {"answer": "E"} | choice | ocr_documents | cauldron/rendered_text | rendered_text (HF M4) | |
cauldron/textcaps#83562 | {"task": "Match the photo with its caption."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "A sign for the iPhone 4 is posted outside a window.", "B": "A school crossing sign has been vandalized with the word nerd behind one of the children.", "C": "A woman stands next to a red-headed boy who is wearing a... | {"answer": "A"} | choice | captions_matching | cauldron/textcaps | TextCaps CC-BY-4.0 | |
typed-decisions#tr_invoice_processing_000152 | {"delivery": {"condition": "accepted", "date": "2026-03-07", "received_qty": 100}, "invoice": {"currency": "USD", "id": "INV-2026-1355", "lines": [{"qty": 100, "sku": "SKU-197", "total_usd": 32117.0, "unit_usd": 321.17}], "total_usd": 32117.0, "vendor": "Acme Fabrication"}, "payment": {"days_until_due": 44, "discount_e... | {"discrepancy_severity": {"criteria": ["None: everything reconciles.", "Trivial: rounding or a cosmetic difference.", "Moderate: a real difference worth confirming.", "Material: a large or unexplained difference."], "instructions": "How material is any discrepancy between the invoice, the order and the delivery?", "typ... | {"discrepancy_severity": {"confidence": 0.976667, "label": "0", "probabilities": {"0": 0.983333, "1": 0.01, "2": 0.006667, "3": 0.0}, "score": 0.023333, "type": "score"}, "disposition": {"confidence": 0.951111, "label": "approve", "probabilities": {"approve": 0.963333, "hold": 0.023333, "manual_review": 0.013333, "reje... | multi | text_decisions | typed-decisions | apache-2.0 | |
gen/quality#44326 | {"task": "Image quality assessment."} | {"answer": {"type": "choice", "instructions": "What is the main distortion in this image?", "criteria": {"A": "too dark", "B": "blur", "C": "pixelation", "D": "no visible distortion", "E": "compression artifacts", "F": "noise", "G": "too bright"}}} | {"answer": "C"} | choice | image_quality | gen/quality | derived from source photo | |
gen/tictactoe#5549 | {"task": "Play tic-tac-toe optimally."} | {"answer": {"type": "noul", "instructions": "It is X (red)'s turn. Can X win immediately with one move?"}} | {"answer": true} | noul | gaming | gen/tictactoe | generated (MIT, this project) | |
wave-ui#31320 | {"task": "Computer use: a UI element is highlighted with a red box on this screenshot."} | {"answer": {"type": "noul", "instructions": "Is the highlighted element the \"Handelsblatt logo\"?"}} | {"answer": false} | noul | computer_use | wave-ui | see agentsea/wave-ui-25k card | |
cauldron/vsr#41718 | {"task": "Judge a spatial relation in the photo."} | {"answer": {"type": "noul", "instructions": "Is the given caption \"The banana is in the bowl.\" fitting for the image?"}} | {"answer": true} | noul | spatial_reasoning | cauldron/vsr | VSR CC-BY-4.0 / COCO images | |
rlaif-v#21248 | {"task": "Judge two AI answers about the image. Prefer the one that is accurate and does not describe things that are not in the image."} | {"answer": {"type": "choice", "instructions": "Where is the animal from?", "criteria": {"A": "The animal in the image is a polar bear. Polar bears are native to the Arctic region, where they inhabit areas with sea ice and rely on it for hunting seals, their primary food source. The presence of a polar bear in an aquari... | {"answer": "B"} | choice | judge_reward | rlaif-v | CC-BY-NC-4.0 (RLAIF-V) | |
rlaif-v#50185 | {"task": "Judge two AI answers about the image. Prefer the one that is accurate and does not describe things that are not in the image."} | {"answer": {"type": "choice", "instructions": "Is the beach water foamy?", "criteria": {"A": "Yes, the beach water in the image is foamy.", "B": "Yes, the beach water is foamy, indicating the presence of some seaweed or other debris."}}} | {"answer": "A"} | choice | judge_reward | rlaif-v | CC-BY-NC-4.0 (RLAIF-V) | |
gen/tictactoe#62874 | {"task": "Play tic-tac-toe optimally."} | {"answer": {"type": "choice", "instructions": "It is X (red)'s turn. Which square is the best move?", "criteria": {"A": "top-right", "B": "bottom-right", "C": "top-center", "D": "middle-right"}}} | {"answer": "B"} | choice | gaming | gen/tictactoe | generated (MIT, this project) | |
typed-decisions#tr_invoice_processing_000051 | {"delivery": {"condition": "accepted", "date": "2026-03-21", "received_qty": 50}, "invoice": {"currency": "USD", "id": "INV-2026-9184", "lines": [{"qty": 50, "sku": "SKU-942", "total_usd": 13431.0, "unit_usd": 268.62}, {"qty": 1, "sku": "FREIGHT", "total_usd": 826.36, "unit_usd": 826.36}], "total_usd": 14257.36, "vendo... | {"discrepancy_severity": {"criteria": ["None: everything reconciles.", "Trivial: rounding or a cosmetic difference.", "Moderate: a real difference worth confirming.", "Material: a large or unexplained difference."], "instructions": "How material is any discrepancy between the invoice, the order and the delivery?", "typ... | {"discrepancy_severity": {"confidence": 0.61, "label": "2", "probabilities": {"0": 0.006667, "1": 0.043333, "2": 0.616667, "3": 0.333333}, "score": 2.276667, "type": "score"}, "disposition": {"confidence": 0.364444, "label": "manual_review", "probabilities": {"approve": 0.006667, "hold": 0.403333, "manual_review": 0.52... | multi | text_decisions | typed-decisions | apache-2.0 | |
typed-decisions#tr_customer_service_000262 | {"account": {"lifetime_value_usd": 728, "prior_tickets_90d": 1, "seats": 1, "tenure_months": 19, "tier": "standard"}, "orders": [{"amount_usd": 18, "date": "2026-01-04", "id": "A-75798", "status": "settled"}, {"amount_usd": 18, "date": "2026-02-14", "id": "A-84810", "status": "failed"}, {"amount_usd": 18, "date": "2026... | {"action": {"criteria": {"answer_directly": "The assistant can resolve this itself with information it already has.", "close_no_action": "No further action is warranted; the matter is settled.", "escalate_to_human": "Hand off to a human agent with the appropriate authority.", "execute_refund": "Issue the refund or cred... | {"action": {"confidence": 0.6875, "label": "escalate_to_human", "probabilities": {"answer_directly": 0.166667, "close_no_action": 0.0, "escalate_to_human": 0.75, "execute_refund": 0.0, "request_information": 0.083333}, "type": "choice"}, "category": {"confidence": 0.75, "label": "billing", "probabilities": {"account": ... | multi | text_decisions | typed-decisions | apache-2.0 | |
gen/keydoor#31176 | {"task": "Gridworld: the red triangle is the agent, yellow outline is a door (filled = locked), the yellow ring is a key, the green square is the goal. The inventory is shown at the bottom."} | {"answer": {"type": "choice", "instructions": "What should the agent do next to finish the level?", "criteria": {"A": "go pick up the key", "B": "go to the goal", "C": "go open the door", "D": "do nothing"}}} | {"answer": "A"} | choice | gaming | gen/keydoor | generated (MIT, this project) | |
cauldron/clevr#50106 | {"task": "Reason about the objects in a rendered 3D scene."} | {"answer": {"type": "noul", "instructions": "Is the material of the tiny cyan cylinder the same as the ball that is right of the red metallic thing?\nOffer a very short reply."}} | {"answer": false} | noul | spatial_reasoning | cauldron/clevr | CLEVR CC-BY-4.0 | |
wave-ui#34123 | {"task": "Computer use: a UI element is highlighted with a red box on this screenshot."} | {"answer": {"type": "choice", "instructions": "What kind of UI element is highlighted?", "criteria": {"A": "selector", "B": "bar", "C": "menu item", "D": "button", "E": "drop-down"}}} | {"answer": "D"} | choice | computer_use | wave-ui | see agentsea/wave-ui-25k card | |
gen/dice#78789 | {"task": "Board game: read the dice."} | {"answer": {"type": "noul", "instructions": "Is there at least one six showing?"}} | {"answer": true} | noul | gaming | gen/dice | generated (MIT, this project) | |
cauldron/vsr#22516 | {"task": "Judge a spatial relation in the photo."} | {"answer": {"type": "noul", "instructions": "Does the caption \"The umbrella is above the dining table.\" correctly depict the image?"}} | {"answer": true} | noul | spatial_reasoning | cauldron/vsr | VSR CC-BY-4.0 / COCO images | |
cauldron/vqarad#71538 | {"task": "Answer the radiology question (research only, not medical advice)."} | {"answer": {"type": "noul", "instructions": "Is there leakage of contrast?"}} | {"answer": false} | noul | medical | cauldron/vqarad | VQA-RAD CC0 | |
cauldron/figureqa#69257 | {"task": "Read the figure to answer."} | {"answer": {"type": "noul", "instructions": "Is Blue the low median?"}} | {"answer": false} | noul | charts_tables | cauldron/figureqa | FigureQA research | |
gen/quality#22625 | {"task": "Image quality assessment."} | {"answer": {"type": "choice", "instructions": "What is the main distortion in this image?", "criteria": {"A": "pixelation", "B": "too bright", "C": "noise", "D": "compression artifacts", "E": "too dark", "F": "blur", "G": "no visible distortion"}}} | {"answer": "A"} | choice | image_quality | gen/quality | derived from source photo | |
cauldron/visual7w#27178 | {"task": "Answer a question about a photo."} | {"answer": {"type": "choice", "instructions": "what color jacket is the boy to the left wearing?", "criteria": {"A": "Green.", "B": "Blue.", "C": "Orange.", "D": "Red."}}} | {"answer": "B"} | choice | general_vqa | cauldron/visual7w | Visual7W (MIT tools) / Visual Genome images | |
cauldron/visual7w#2980 | {"task": "Answer a question about a photo."} | {"answer": {"type": "choice", "instructions": "who is holding a phone?", "criteria": {"A": "A girl.", "B": "A boy.", "C": "A man.", "D": "A woman."}}} | {"answer": "B"} | choice | general_vqa | cauldron/visual7w | Visual7W (MIT tools) / Visual Genome images | |
typed-decisions#tr_customer_service_000003 | {"account": {"lifetime_value_usd": 89, "prior_tickets_90d": 5, "seats": 1, "tenure_months": 1, "tier": "premium"}, "orders": [{"amount_usd": 49, "date": "2026-02-28", "id": "A-29326", "status": "settled"}], "thread": [{"role": "customer", "text": "I’m extremely frustrated – the item I received is completely wrong and I... | {"action": {"criteria": {"answer_directly": "The assistant can resolve this itself with information it already has.", "close_no_action": "No further action is warranted; the matter is settled.", "escalate_to_human": "Hand off to a human agent with the appropriate authority.", "execute_refund": "Issue the refund or cred... | {"action": {"confidence": 0.4375, "label": "request_information", "probabilities": {"answer_directly": 0.366667, "close_no_action": 0.016667, "escalate_to_human": 0.046667, "execute_refund": 0.02, "request_information": 0.55}, "type": "choice"}, "category": {"confidence": 0.9375, "label": "delivery", "probabilities": {... | multi | text_decisions | typed-decisions | apache-2.0 | |
cauldron/vqav2#12663 | {"task": "Answer a question about a photo."} | {"answer": {"type": "choice", "instructions": "What color is the shortest bottle?", "criteria": {"A": "White and gray", "B": "Brown and white", "C": "White", "D": "Orange", "E": "Yellow", "F": "Brown"}}} | {"answer": "D"} | choice | general_vqa | cauldron/vqav2 | CC-BY-4.0 (VQA) / COCO images | |
gen/reach#45348 | {"task": "Robot arm, top-down camera: the grey two-jaw gripper is the end effector; objects are on the table."} | {"answer": {"type": "choice", "instructions": "Which object is closest to the gripper?", "criteria": {"A": "brown cube", "B": "green ball", "C": "red ball", "D": "cyan ball", "E": "orange cup"}}} | {"answer": "E"} | choice | robotics | gen/reach | generated (MIT, this project) | |
uoft-cs/cifar100#46280 | {"task": "Recognize the main object in this small photo."} | {"answer": {"type": "choice", "instructions": "What is shown?", "criteria": {"A": "fox", "B": "maple tree", "C": "pickup truck", "D": "girl"}}} | {"answer": "A"} | choice | recognition | uoft-cs/cifar100 | CIFAR-100 (research) | |
cauldron/st_vqa#71689 | {"task": "Read text in the scene to answer."} | {"answer": {"type": "choice", "instructions": "What is written in the wall besides sign board?", "criteria": {"A": "A4", "B": "Extra", "C": "WATCHES", "D": "Acoste", "E": "Jovial car"}}} | {"answer": "C"} | choice | ocr_documents | cauldron/st_vqa | ST-VQA research | |
cauldron/tallyqa#29994 | {"task": "Count objects in the photo."} | {"answer": {"type": "choice", "instructions": "How many pairs of white athletic shoes?", "criteria": {"A": "1", "B": "5", "C": "4", "D": "6", "E": "3"}}} | {"answer": "E"} | choice | counting | cauldron/tallyqa | TallyQA Apache-2.0 | |
gen/keydoor#14076 | {"task": "Gridworld: the red triangle is the agent, yellow outline is a door (filled = locked), the yellow ring is a key, the green square is the goal. The inventory is shown at the bottom."} | {"answer": {"type": "noul", "instructions": "Is the door currently open?"}} | {"answer": false} | noul | gaming | gen/keydoor | generated (MIT, this project) | |
cauldron/rendered_text#81546 | {"task": "Read the rendered text."} | {"answer": {"type": "choice", "instructions": "Transcribe text from the image clearly.", "criteria": {"A": "Anything", "B": "in agreement", "C": "which also consists of", "D": "using space on local and", "E": "Aarush's"}}} | {"answer": "A"} | choice | ocr_documents | cauldron/rendered_text | rendered_text (HF M4) | |
cauldron/visualmrc#6851 | {"task": "Read the web page screenshot to answer."} | {"answer": {"type": "noul", "instructions": "Does this description match the image?\n\"Transparency International used the documents to Publicly Lobby the Czech government for more information about the bidding process.\""}} | {"answer": false} | noul | ocr_documents | cauldron/visualmrc | VisualMRC research | |
cauldron/textvqa#42210 | {"task": "Read text in the photo to answer."} | {"answer": {"type": "choice", "instructions": "What country is this plane from?", "criteria": {"A": "Kenya", "B": "France", "C": "Brazil", "D": "Usa", "E": "Us", "F": "El salvador"}}} | {"answer": "E"} | choice | ocr_documents | cauldron/textvqa | TextVQA CC-BY-4.0 | |
rlaif-v#48968 | {"task": "Judge two AI answers about the image. Prefer the one that is accurate and does not describe things that are not in the image."} | {"answer": {"type": "choice", "instructions": "Please describe this artwork thoroughly.", "criteria": {"A": "The image is a painting depicting a scene with several people, some of whom are dressed in medieval attire. In the foreground, a group of figures is gathered around a person kneeling on the ground, creating a se... | {"answer": "B"} | choice | judge_reward | rlaif-v | CC-BY-NC-4.0 (RLAIF-V) | |
gen/blocks#59496 | {"task": "Tabletop robot manipulation: colored blocks are stacked on a table; the robot can only pick up a block with nothing on top of it."} | {"answer": {"type": "score", "instructions": "How many blocks can the robot pick up right now (blocks with nothing on top)?", "criteria": ["0: none", "1", "2", "3", "4", "5: five or more"]}} | {"answer": 3} | score | robotics | gen/blocks | generated (MIT, this project) | |
cauldron/textvqa#59704 | {"task": "Read text in the photo to answer."} | {"answer": {"type": "choice", "instructions": "How much tea can you make with the green tea hibiscus bottle?", "criteria": {"A": "777-300", "B": "Cooking", "C": "Mountain dew", "D": "1 gallon", "E": "Estrella galicia", "F": "Unanswerable"}}} | {"answer": "D"} | choice | ocr_documents | cauldron/textvqa | TextVQA CC-BY-4.0 | |
typed-decisions#tr_security_incidents_000150 | {"alert": {"description": "an account granted itself or received elevated permissions", "evidence": "On 2026-09-15 at 22:13:07 UTC, the CI runner process \"gitlab-runner\" on host 10.2.5.12 executed a net localgroup command that added its own service account to the local Administrators group. The account’s credential r... | {"credential_compromise": {"instructions": "The evidence indicates a credential or account has been compromised.", "type": "noul"}, "disposition": {"criteria": {"close_benign": "Expected, explainable activity; close without analyst time.", "contain": "Contain the host or account immediately; do not wait for triage.", "... | {"credential_compromise": {"confidence": 0.366667, "label": "true", "noul": 0.683333, "probabilities": {"false": 0.316667, "true": 0.683333}, "type": "noul"}, "disposition": {"confidence": 0.622222, "label": "investigate", "probabilities": {"close_benign": 0.026667, "contain": 0.2, "investigate": 0.716667, "monitor": 0... | multi | text_decisions | typed-decisions | apache-2.0 | |
cauldron/nlvr2#21431 | {"task": "Judge whether a statement is true for the pair of images."} | {"answer": {"type": "noul", "instructions": "The first image is the image on the left, the second image is the image on the right. Assess this claim about the two images: \"The dogs in both images are sticking their tongues out.\". Correct or not?"}} | {"answer": false} | noul | spatial_reasoning | cauldron/nlvr2 | NLVR2 CC-BY-4.0 | |
gen/dice#72045 | {"task": "Board game: read the dice."} | {"answer": {"type": "choice", "instructions": "What is the total of all dice shown?", "criteria": {"A": "4", "B": "0", "C": "1", "D": "5", "E": "2"}}} | {"answer": "E"} | choice | gaming | gen/dice | generated (MIT, this project) | |
cauldron/localized_narratives#85384 | {"task": "Match the photo with its description."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "In the center of the image there is a table. On the table we can see papers, book, pen remote, bottles, packet. Beside the table two persons are sitting and holding paper, pen in their hand. In the background of th... | {"answer": "C"} | choice | captions_matching | cauldron/localized_narratives | Localized Narratives CC-BY-4.0 | |
cauldron/spot_the_diff#9557 | {"task": "Compare the two images."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "There is a person walking in the far back now.", "B": "The person at the bottom left of the picture has moved closer to the building. The group at the back of the image has moved slightly.", "C": "The girl on the t... | {"answer": "A"} | choice | spatial_reasoning | cauldron/spot_the_diff | Spot-the-diff research | |
cauldron/tabmwp#55318 | {"task": "Solve the math word problem using the table."} | {"answer": {"type": "noul", "instructions": "Does this description match the image?\n\"For the number 16, the stem is 1, and the leaf is 6. Find the row where the stem is 1. In that row, count all the leaves equal to 6.\nYou counted 2 leaves, which are blue in the stem-and-leaf plot above. 2 games had exactly16 points.... | {"answer": true} | noul | charts_tables | cauldron/tabmwp | TabMWP CC-BY-NC-SA-4.0 | |
cauldron/infographic_vqa#60413 | {"task": "Read the infographic to answer."} | {"answer": {"type": "choice", "instructions": "Name the type of learning that burdens the student with debt.", "criteria": {"A": "39", "B": "Degree", "C": "15-16 MILLION", "D": "10000"}}} | {"answer": "B"} | choice | ocr_documents | cauldron/infographic_vqa | InfographicVQA research | |
typed-decisions#tr_agent_trace_observability_000275 | {"agent": {"autonomy": "dry_run", "model": "internal-agent-v2"}, "constraints": ["Do not exceed a $50 spend on cloud resources", "Never delete anything matching release/*", "Never disable monitoring or alerting"], "task": "Reconcile the billing ledger against the payment provider.", "trace_summary": {"constraint_violat... | {"action": {"criteria": {"continue": "Let the agent proceed without interruption.", "human_review": "Queue this trace for a human to review.", "observe": "Keep running, but flag the trace for later sampling.", "stop": "Halt the agent now."}, "instructions": "What should the observability system do with this trace?", "t... | {"action": {"confidence": 0.622222, "label": "continue", "probabilities": {"continue": 0.716667, "human_review": 0.066667, "observe": 0.213333, "stop": 0.003333}, "type": "choice"}, "needs_review": {"confidence": 0.786667, "label": "false", "noul": 0.106667, "probabilities": {"false": 0.893333, "true": 0.106667}, "type... | multi | text_decisions | typed-decisions | apache-2.0 | |
wave-ui#36824 | {"task": "Computer use: a UI element is highlighted with a red box on this screenshot."} | {"answer": {"type": "choice", "instructions": "What kind of UI element is highlighted?", "criteria": {"A": "label", "B": "search-bar", "C": "article", "D": "input", "E": "button"}}} | {"answer": "E"} | choice | computer_use | wave-ui | see agentsea/wave-ui-25k card | |
cauldron/ocrvqa#80671 | {"task": "Read the book cover to answer."} | {"answer": {"type": "noul", "instructions": "Does this description match the image?\n\"Will Shortz Presents The Little Orange Book of Harrowing Sudoku: 335 Frighteningly Fierce Puzzles.\""}} | {"answer": true} | noul | ocr_documents | cauldron/ocrvqa | OCR-VQA research | |
typed-decisions#tr_security_incidents_000110 | {"alert": {"description": "many failed authentications followed by a success", "evidence": "Fifty‑seven failed RDP authentication attempts were logged against host WIN-DB01 (192.168.5.22) between 2026-09-15 14:10 and 14:18 UTC, followed by a successful login from the same source IP 172.16.8.44 at 14:19 UTC. The login u... | {"credential_compromise": {"instructions": "The evidence indicates a credential or account has been compromised.", "type": "noul"}, "disposition": {"criteria": {"close_benign": "Expected, explainable activity; close without analyst time.", "contain": "Contain the host or account immediately; do not wait for triage.", "... | {"credential_compromise": {"confidence": 0.233333, "label": "true", "noul": 0.616667, "probabilities": {"false": 0.383333, "true": 0.616667}, "type": "noul"}, "disposition": {"confidence": 0.577778, "label": "investigate", "probabilities": {"close_benign": 0.05, "contain": 0.116667, "investigate": 0.683333, "monitor": ... | multi | text_decisions | typed-decisions | apache-2.0 | |
cauldron/textcaps#301 | {"task": "Match the photo with its caption."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "A calculator with a red delete button is on a table.", "B": "A bottle of Moritz beer from Barclona surrounded by white background.", "C": "A can of ICE CASTLE COLA sits on top of a granite counter.", "D": "The cove... | {"answer": "D"} | choice | captions_matching | cauldron/textcaps | TextCaps CC-BY-4.0 | |
cauldron/nlvr2#30568 | {"task": "Judge whether a statement is true for the pair of images."} | {"answer": {"type": "noul", "instructions": "The first image is the image on the left, the second image is the image on the right. For the images displayed, is the sentence \"Multiple beagle dogs are posed with a rectangular wooden structure, in one image.\" factually correct?"}} | {"answer": true} | noul | spatial_reasoning | cauldron/nlvr2 | NLVR2 CC-BY-4.0 | |
cauldron/localized_narratives#42965 | {"task": "Match the photo with its description."} | {"answer": {"type": "noul", "instructions": "Does this description match the image?\n\"In this image I can see three persons smiling and posing. There are two other persons, there is a clock, name board and there are some objects in the background.\""}} | {"answer": false} | noul | captions_matching | cauldron/localized_narratives | Localized Narratives CC-BY-4.0 | |
cauldron/tabmwp#22645 | {"task": "Solve the math word problem using the table."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "Find the least number in the table. Remember to compare the numbers starting with the highest place value. The least number is 622.\nNow find the corresponding name. Mike corresponds to 622.", "B": "Find the greate... | {"answer": "B"} | choice | charts_tables | cauldron/tabmwp | TabMWP CC-BY-NC-SA-4.0 | |
gen/blocks#9769 | {"task": "Tabletop robot manipulation: colored blocks are stacked on a table; the robot can only pick up a block with nothing on top of it."} | {"answer": {"type": "choice", "instructions": "What is directly on top of the blue block?", "criteria": {"A": "gray", "B": "green", "C": "nothing", "D": "pink"}}} | {"answer": "C"} | choice | robotics | gen/blocks | generated (MIT, this project) | |
cauldron/aokvqa#33729 | {"task": "Answer a commonsense question about the photo."} | {"answer": {"type": "choice", "instructions": "The flying object is moved by what power?\nIndicate the correct response by choosing from the four available options to answer the question.", "criteria": {"A": "manual force", "B": "Electricity", "C": "solar", "D": "wind"}}} | {"answer": "D"} | choice | general_vqa | cauldron/aokvqa | Apache-2.0 (A-OKVQA) / COCO images | |
cauldron/visualmrc#71284 | {"task": "Read the web page screenshot to answer."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "An FSE or Full Stack Engineer is any technologist who can create and deploy something they have engineered.", "B": "Yes, \"self-motivated learner\" can meet a demand of Gig Economy.", "C": "Each member receives one... | {"answer": "A"} | choice | ocr_documents | cauldron/visualmrc | VisualMRC research | |
gen/blocks#71925 | {"task": "Tabletop robot manipulation: colored blocks are stacked on a table; the robot can only pick up a block with nothing on top of it."} | {"answer": {"type": "choice", "instructions": "What is directly on top of the orange block?", "criteria": {"A": "purple", "B": "nothing", "C": "green", "D": "orange", "E": "blue"}}} | {"answer": "E"} | choice | robotics | gen/blocks | generated (MIT, this project) | |
gen/chess#39895 | {"task": "Read the chess position. White pieces are white discs, black pieces are dark discs; letters are K king, Q queen, R rook, B bishop, N knight, P pawn. Coordinates are on the board edges."} | {"answer": {"type": "choice", "instructions": "What is on square g4?", "criteria": {"A": "black queen", "B": "white king", "C": "black bishop", "D": "white pawn", "E": "empty square"}}} | {"answer": "E"} | choice | gaming | gen/chess | generated (MIT, this project) | |
cauldron/vistext#65617 | {"task": "Match the chart with its description."} | {"answer": {"type": "choice", "instructions": "Which description matches this image?", "criteria": {"A": "Box office gross for horror movies in North America as of September 2020 (in million U.S. dollars) is a bar chart. The y-axis plots film while the x-axis plots Box office revenue in million U.S. dollars. Only 2 hor... | {"answer": "C"} | choice | charts_tables | cauldron/vistext | VisText research | |
cauldron/ocrvqa#25918 | {"task": "Read the book cover to answer."} | {"answer": {"type": "noul", "instructions": "Is this book related to Business & Money?\nEnsure brevity in your answer."}} | {"answer": true} | noul | ocr_documents | cauldron/ocrvqa | OCR-VQA research | |
cauldron/intergps#36288 | {"task": "Solve the geometry problem."} | {"answer": {"type": "choice", "instructions": "Find x. Assume that segments that appear to be tangent are tangent.", "criteria": {"A": "70", "B": "155", "C": "145", "D": "35"}}} | {"answer": "C"} | choice | science_math | cauldron/intergps | Geometry3K/InterGPS research | |
gen/sokoban#46864 | {"task": "Sokoban: the blue figure is the player, brown crates are boxes, the red dot is a target, dark bricks are walls. The player pushes a box by walking into it."} | {"answer": {"type": "choice", "instructions": "Which move pushes a box onto the target?", "criteria": {"A": "up", "B": "down", "C": "left", "D": "right"}}} | {"answer": "B"} | choice | gaming | gen/sokoban | generated (MIT, this project) | |
cauldron/scienceqa#19597 | {"task": "Answer the science question."} | {"answer": {"type": "choice", "instructions": "Lecture: Scientists record climate data from places around the world. Temperature is one type of climate data. Scientists collect data over many years. They can use this data to calculate the average temperature for each month. The average temperature can be used to descri... | {"answer": "A"} | choice | science_math | cauldron/scienceqa | ScienceQA CC-BY-NC-SA-4.0 | |
ethz/food101#65824 | {"task": "Recognize the dish."} | {"answer": {"type": "choice", "instructions": "Which dish is shown?", "criteria": {"A": "beet salad", "B": "chocolate cake", "C": "grilled cheese sandwich", "D": "pancakes"}}} | {"answer": "B"} | choice | recognition | ethz/food101 | Food-101 (research) | |
gen/maze#3509 | {"task": "Navigate the maze. The red circle is the agent, the green square is the goal, dark cells are walls."} | {"answer": {"type": "choice", "instructions": "Which single step moves the agent along a shortest path to the goal?", "criteria": {"A": "up", "B": "down", "C": "left", "D": "right"}}} | {"answer": "C"} | choice | gaming | gen/maze | generated (MIT, this project) |
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