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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 217 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Relation ExtractionACE05 (test)nlpRelation Extraction on ACE05 (test) performance trend72Feb 26, 2026
Multi-label Image ClassificationVOC 2012 (test)computer visionMulti-label Image Classification on VOC 2012 (test) performance trend72Mar 5, 2026
Student SimulationJava 5nlp72Feb 26, 2026
Solution SimulationStudent_15 1.0 (test)nlp72Feb 26, 2026
Student behavior and solution simulationStudent_100 1.0 (full)bio medical72Feb 26, 2026
Solution SimulationStudent 100 1.0 (test)nlp72Feb 26, 2026
Student SimulationC++_5nlp72Feb 26, 2026
Transductive Node ClassificationCora (transductive)graph72Feb 26, 2026
Action RecognitionNTU-120 110/10 splitcomputer vision72Apr 21, 2026
Visual Place RecognitionNordlandcomputer visionVisual Place Recognition on Nordland performance trend72Feb 26, 2026
Anomaly ClassificationLiverCTtabular time series72Feb 26, 2026
Face AlignmentCOFW (test)computer visionFace Alignment on COFW (test) performance trend72Feb 26, 2026
Long-horizon task completionCalvin ABC->Dagents tool userobotics embodied aiLong-horizon task completion on Calvin ABC->D performance trend72Jul 9, 2026
Question AnsweringNatural Question (NQ) (dev)nlp72Feb 26, 2026
Instance SegmentationScanNet200 (val)computer vision72Mar 27, 2026
Image ClassificationImageNet-1K (test)computer vision71Jul 9, 2026
Mathematical ReasoningDART-Math DM-1llm chat instructionnlp71Jun 8, 2026
Mathematical ReasoningSVAMPllm chat instructionnlp71Jul 2, 2026
CNOT circuit synthesisMatrices used in block ciphersmiscellaneous71May 26, 2026
ReasoningLiveCodeBenchllm chat instructionnlp71Jun 18, 2026
Visual Question AnsweringM3CoTmultimodalcomputer vision+171May 26, 2026
Mathematical ReasoningAMC 23llm chat instructionnlp71Jun 9, 2026
Question AnsweringTriviaQAnlp71May 11, 2026
Membership Inference AttackFlickradversarial safety security71Apr 2, 2026
Object Hallucination EvaluationMSCOCO POPEmultimodalcomputer vision71Jun 1, 2026