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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 2093 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Chinese Word SegmentationMSRA (test)nlp17Feb 26, 2026
Outlier DetectionIoT (test)tabular time series17Feb 26, 2026
Trajectory PredictionEuro-PVI (test)robotics embodied aitabular time series17Feb 26, 2026
Point Cloud Semantic SegmentationNPM3D (test)3d vision geometry17Feb 26, 2026
Anomaly DetectionUNSWtabular time series17Feb 26, 2026
Anomaly DetectionDoStabular time series17Feb 26, 2026
Medical Report GenerationOpen-ibio medicalnlp17Mar 11, 2026
Face SwappingFaceForensics++ (test)image generation editingcomputer vision17Feb 26, 2026
Image ClassificationCIFAR-10S (test)computer vision17Feb 26, 2026
Pedestrian DetectionCaltechcomputer vision17Feb 26, 2026
Temporal Knowledge Graph reasoningICEWS 05-15graph17Feb 26, 2026
AnalogyUniversal Analogy Overallnlp17Feb 27, 2026
AnalogyUniversal Analogy Sentencenlp17Feb 27, 2026
AnalogyUniversal Analogy Phrasenlp17Feb 27, 2026
AnalogyUniversal Analogy Wordnlp17Feb 27, 2026
Semantic ParsingmTOP (test)nlp17Feb 26, 2026
Image ClassificationCaltech Camera Traps-20 (CCT) Trans (test)computer vision17Feb 26, 2026
Image ClassificationCaltech Camera Traps-20 (CCT) (Cis-test)computer vision17Feb 26, 2026
Discontinuous Named Entity RecognitionShARe 13 (test)nlp17Feb 26, 2026
Short Text ClusteringBiomedicalnlp17Feb 26, 2026
Landmark Regressionwild CelebA (test)computer vision17Feb 26, 2026
Few-shot Image SegmentationPascal-5i (val)computer vision17Feb 26, 2026
Video ClassificationUCF101 (full)computer vision17Feb 26, 2026
Video RecognitionMini-Kinetics (test)computer vision17Feb 26, 2026
Human avatar synthesisPeople Snapshot (test)image generation editingcomputer vision17Feb 26, 2026