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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 1027 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Optic Cup / Disc SegmentationFundus Overallbio medicalcomputer vision27Feb 26, 2026
Boundary DetectionRoFT original (test)computer vision27Feb 26, 2026
ClassificationCheXpert 5x200 1.0computer visionnlp+327Feb 26, 2026
ClassificationRSNA Pneumonia (test)computer visionnlp+327Feb 26, 2026
Multimodal UnderstandingMM-Bench en (test)multimodal27Feb 26, 2026
Semantic SegmentationGTA → Cityscapes (test)computer vision27Feb 26, 2026
Automatic Speech RecognitionATC Corpusspeech audio27Feb 26, 2026
Action RecognitionNTU RGB+D 60 (55/5)computer vision27May 13, 2026
Semantic SegmentationScanNet200 v2 (val)computer vision27Feb 26, 2026
Referring SegmentationrefCOCOg U (val)computer visionmultimodal27Jul 8, 2026
Anomaly SegmentationDAGMcomputer visionbio medical27Feb 26, 2026
SQL Code GenerationInterCode SQLcode developer ai27Jun 17, 2026
Mathematical ReasoningMathematical Tasks GSM8k, MATH, SVAMP, MMllm chat instructionnlp27Feb 26, 2026
Multi-Object TrackingSoccerNet (test)computer vision27Jun 4, 2026
Shadow RemovalWSRD+computer vision27Apr 21, 2026
GUI navigationAITW (test)agents tool userobotics embodied ai27Feb 26, 2026
Knowledge Base Question AnsweringGrailQA (test)nlpretrieval search rag27Feb 26, 2026
Argument RewritingAppropriateness Corpus (test)nlp27Apr 15, 2026
Music Genre ClassificationGTZAN (test)speech audio27Apr 23, 2026
Video Deepfake DetectionDF-TIMIT (test)computer visionadversarial safety security27Feb 26, 2026
Cross-Task GeneralizationSuper-NaturalInstructions English Track (unseen clients)llm chat instructionnlp27Feb 26, 2026
Text RankingBEIR out-of-domainretrieval search ragnlp27Jul 2, 2026
Symbolic ReasoningCoin Flipnlp27Mar 24, 2026
Image DerainingAverage Test100, Test1200, Rain100H, Rain100L (test)computer vision27Jun 23, 2026
Interactive Image SegmentationDAVIScomputer vision27Feb 26, 2026