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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 1767 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Point Cloud CompletionShapeNet-ViPC Novel categories3d vision geometry19Jul 7, 2026
Binary ClassificationEpsilon (test)tabular time series19Feb 26, 2026
Few-shot segmentationCOCO-20ⁱ (S0, S1, S2, S3, Mean)computer vision19Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision19Mar 6, 2026
Text-to-Music GenerationMusicCapsimage generation editing19Jun 12, 2026
Out-of-Distribution DetectionCIFAR-10computer visiontabular time series19Feb 26, 2026
Long-form TranscriptionRev 16speech audio19Feb 26, 2026
Long-form TranscriptionKincaid46speech audio19Feb 26, 2026
Long-form TranscriptionMeanwhilespeech audio19Feb 26, 2026
Long-form TranscriptionTED-LIUM3speech audio19Feb 26, 2026
Metal Artifact ReductionDeepLesion synthesized (Medium Metal)computer vision19Feb 26, 2026
Text-to-Video RetrievalSomething-to-Something Template v2multimodalretrieval search rag19Feb 26, 2026
Sleep Stage ClassificationSleep-EDF SC 20bio medicaltabular time series19Feb 26, 2026
3D Object DetectionKITTI Pedestrian official (test)3d vision geometrycomputer vision19Feb 26, 2026
Speech Emotion RecognitionIEMOCAP Speaker-independent 5-fold cross-validationspeech audio19Feb 26, 2026
HammerAdroit Hammer Cloned v0robotics embodied ai19Feb 26, 2026
PenAdroit Pen v0 (Cloned)robotics embodied ai19Feb 26, 2026
HammerAdroit Hammer Human v0robotics embodied ai19Feb 26, 2026
PenAdroit Pen Human v0robotics embodied ai19Feb 26, 2026
Question AnsweringAdversarialQA (val)nlp19Feb 26, 2026
Relation ExtractionTACRED v1.0 (5% train)nlp19Feb 26, 2026
Object DetectionN-Caltech101computer vision19Jun 19, 2026
Person Re-identificationCeleb-reID lightcomputer vision19Jun 11, 2026
Answer Sentence SelectionWQA (test)nlpretrieval search rag19Feb 27, 2026
Positive-Unlabeled ClassificationCIFAR-10 (test)tabular time series19Feb 26, 2026