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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 1662 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
3D Question AnsweringScanQA (test)3d vision geometrynlp20Feb 26, 2026
Visual ReasoningNLVR2 v2 (dev)multimodalcomputer vision20Feb 26, 2026
Human Judgment CorrelationVATEX EVAL (val)computer vision20Feb 26, 2026
Low-light Image EnhancementRLE (test)computer vision20May 22, 2026
Event Argument ExtractionACE05-E (test)nlp20Feb 26, 2026
6DoF Face Pose EstimationARKitFace (test)computer vision3d vision geometry20Feb 26, 2026
Novel View SynthesisShapeNet cars category3d vision geometry20Feb 26, 2026
Relative Pose EstimationScannet3d vision geometry20Feb 26, 2026
5-way few-shot text classification20 Newsgroups (test)nlp20Feb 26, 2026
5-way few-shot text classificationReuters (test)nlp20Feb 26, 2026
5-way few-shot text classificationAmazon (test)nlp20Feb 26, 2026
5-way few-shot text classificationHuffPost (test)nlp20Feb 26, 2026
Graph Anomaly DetectionMMPgraph20Mar 4, 2026
Anomaly DetectionBackdoortabular time series20Mar 17, 2026
Speech TranslationMuST-C (tst-COMMON)speech audionlp20Feb 26, 2026
English-German document-level translationEuroparl English-German (test)nlp20Feb 26, 2026
English-German document-level translationNews English-German (test)nlp20Feb 26, 2026
English-German document-level translationTED English-German (test)nlp20Feb 26, 2026
Adversarial Transfer AttackAdversarially trained CNNs Target Models (test)adversarial safety securitycomputer vision20Feb 26, 2026
Adversarial Transfer AttackCNNs Target Models (test)adversarial safety securitycomputer vision20Feb 26, 2026
Adversarial Transfer AttackViTs Target Models (test)adversarial safety securitycomputer vision20Feb 26, 2026
Image ClassificationCIFAR-10computer vision20Feb 26, 2026
Movie Scene SegmentationMovieNet 1.0 (test)computer vision20Feb 26, 2026
Nuclei SegmentationGLySACcomputer visionbio medical20Mar 10, 2026
Lip-ReadingLRS3 (test)speech audiocomputer vision20Jun 2, 2026