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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 135 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Hallucination DetectionPopQAllm chat instructionnlp97Jun 2, 2026
Zero-shot ReasoningEvaluation Suite Zero-shot (OpenbookQA, ARC-e, ARC-c, WinoGrande, HellaSwag, PIQA, MathQA)llm chat instructionnlp97Jun 29, 2026
General AI Assistant TaskGAIA (val)llm chat instructionagents tool use+397May 29, 2026
Table Question AnsweringTABMWPnlpretrieval search rag97Apr 21, 2026
Mathematical reasoningGSM8Kllm chat instructionnlp97Mar 4, 2026
Long Video UnderstandingVideoMMEcomputer vision97Jul 2, 2026
Semantic SegmentationLoveDAcomputer vision97Apr 20, 2026
Jailbreak DefensePAIRadversarial safety security97Apr 14, 2026
Person Re-identificationLTCC cloth-changingcomputer vision97Jun 11, 2026
PlanningnuScenes (val)robotics embodied ai97May 25, 2026
Text-to-SpeechLibriSpeech clean (test)speech audio97Jun 18, 2026
Image ClassificationFood101 (test)computer vision97Jun 16, 2026
Node classificationQuestions (test)graph97Jun 4, 2026
Image ClassificationCIFAR-10 standard (test)computer vision97Feb 26, 2026
Offline Reinforcement LearningD4RL Medium-Replay HalfCheetahrobotics embodied aiOffline Reinforcement Learning on D4RL Medium-Replay HalfCheetah performance trend97May 11, 2026
Image Super-ResolutionManga109 x2 (test)computer vision97Jun 19, 2026
Grayscale Image DenoisingUrban100computer vision97Mar 30, 2026
Video ClassificationKinetics-400 (test)computer vision97Feb 26, 2026
Monocular Depth EstimationNYU-Depth v2 (official)3d vision geometrycomputer visionMonocular Depth Estimation on NYU-Depth v2 (official) performance trend97Apr 30, 2026
Image DenoisingSIDD Benchmarkcomputer vision97May 26, 2026
Super-ResolutionUrban100 x3computer visionSuper-Resolution on Urban100 x3 performance trend97May 19, 2026
Image InpaintingFFHQ (test)image generation editingcomputer visionImage Inpainting on FFHQ (test) performance trend97Jul 7, 2026
Action RecognitionKinetics-600computer visionAction Recognition on Kinetics-600 performance trend97May 25, 2026
Unsupervised Domain AdaptationDomainNet (test)computer visiontabular time seriesUnsupervised Domain Adaptation on DomainNet (test) performance trend97Feb 26, 2026
Relation ExtractionTACREDnlp97Feb 26, 2026