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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 986 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video Object SegmentationDAVIS (val)computer vision28Feb 26, 2026
ClusteringCOIL-100tabular time series28Feb 26, 2026
Character-level Language ModelingHutter Prize Wikipedia (test)nlp28Feb 26, 2026
Graph ClassificationREDDITgraph28Jun 30, 2026
Semantic SegmentationSUN-RGBD 37 classes (test)computer vision28Feb 26, 2026
Visual TrackingOTB 2013 (50 videos)computer vision28Feb 26, 2026
Domain AdaptationOffice+Caltech DeCAF6 features (various pairs)computer visionnlp+128Feb 26, 2026
ClusteringCOIL20tabular time series28Feb 26, 2026
Code GenerationDjango (test)code developer ai28Feb 26, 2026
Abnormal Event DetectionUCSD Ped1computer vision28Feb 26, 2026
Visual Question AnsweringVQA 1 (test-standard)multimodalcomputer vision+128Feb 26, 2026
Optical FlowKITTI (test)computer vision28Feb 26, 2026
Scene Text RecognitionIIIT5Kcomputer vision28Feb 26, 2026
Text LocalizationICDAR 2013 (test)computer visionnlp28Feb 26, 2026
Image ClusteringCOIL-100computer vision28Feb 26, 2026
Speech RecognitionHub5'00 CH (test)speech audio28Feb 26, 2026
Articulated Human Pose EstimationLSP (test)computer visionArticulated Human Pose Estimation on LSP (test) performance trend28Feb 26, 2026
Component estimationSimulated dataset one leveltabular time series28Feb 26, 2026
EEG emotion recognitionSEED-IV (Subject-independent)bio medicalspeech audio28Feb 26, 2026
Image GenerationCelebA 64x64 discrete-time model (test)image generation editing28Feb 26, 2026
Operator learningDarcy Flow 512x512 grid sub-sampled (test)tabular time series28Feb 26, 2026
Natural Language InferenceANLI (test)nlp28Feb 26, 2026
20-way 1-shot ClassificationOmniglot (test)computer vision28Feb 26, 2026
Binary SegmentationPSVFMcomputer vision28Feb 26, 2026
Binary SegmentationGLAScomputer vision28Feb 26, 2026