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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 438 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Question AnsweringTriviaQAnlp46Feb 26, 2026
Tool CallingAPI-Bank L-1agents tool usellm chat instruction46May 14, 2026
Closed-loop Autonomous DrivingBench2Drive closed-looprobotics embodied aicomputer vision46Jun 12, 2026
Adversarial AttackModelNet40adversarial safety securitycomputer vision46Apr 14, 2026
Trajectory PredictionETH/UCY (Eth)robotics embodied aitabular time series46May 22, 2026
General Instruction FollowingArena-Hardllm chat instruction46Mar 4, 2026
ClassificationCountrycomputer visionnlp+346Jun 19, 2026
Machine UnlearningCIFAR-10adversarial safety security46Jun 4, 2026
Arithmetic ReasoningSVAMP, GSM8K, AddSub, MultiArith, AQUA, SingleEqnlpllm chat instruction46Apr 24, 2026
End-to-End Autonomous DrivingBench2Drive base setrobotics embodied aicomputer vision46Feb 26, 2026
Prostate SegmentationProstatecomputer vision46Mar 27, 2026
CorrectionVISCO full 1.0 (test)nlp46Feb 26, 2026
Multiple Instance Learning ClassificationMUSK2tabular time series46Jun 5, 2026
Multiple Instance Learning ClassificationMUSK1tabular time series46Jun 5, 2026
Long-video Question AnsweringMLVUmultimodalcomputer vision46Jun 8, 2026
Long-video Question AnsweringLong VideoBench (val)multimodalcomputer vision46Jun 8, 2026
Oriented Object DetectionDOTA v1.0computer vision46Jun 5, 2026
Node ClassificationAminergraph46May 18, 2026
Mathematical ReasoningMATHEMATICSllm chat instructionnlp46Apr 14, 2026
Infographic Visual Question AnsweringInfoVQA (test)multimodalcomputer vision+146Jun 2, 2026
Sentiment ClassificationSST2nlp46Jun 5, 2026
Time Series ImputationETTm2 (test)tabular time series46Jul 9, 2026
Time Series ImputationETTm1 (test)tabular time series46Jul 9, 2026
Open Vocabulary Semantic SegmentationPASCAL VOC VOC21 with background 2012computer vision46May 20, 2026
QuantizationOPTmiscellaneous46Feb 26, 2026