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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 740 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Audio-visual speech separationLRS2-2Mix (test)speech audiomultimodal33Feb 26, 2026
Class-Incremental LearningStanford Cars CIL, T=10 (test)computer visiontabular time series33May 12, 2026
Feature MatchingWxBS3d vision geometrycomputer vision33Jul 7, 2026
Graph ClassificationIMDB-Bgraph33Apr 1, 2026
General ReasoningAGIEvalllm chat instructionnlp33Feb 26, 2026
Spatio-temporal forecastingNYC Citi Bike (test)tabular time series33Jun 5, 2026
Aggregate Tabular BenchmarkingAggregatetabular time series33Feb 26, 2026
Anomaly DetectionADGym Average performance across 14 domainstabular time series33Feb 26, 2026
Anomaly DetectionReal-world datasetstabular time series33Feb 26, 2026
Polyp SegmentationEndoScene (test)computer visionbio medical33Feb 26, 2026
ClassificationVinDR-CXRcomputer visionnlp+333Jun 4, 2026
Event PredictionChicago Crimenlp33Feb 26, 2026
Event PredictionChicago Accidentnlp33Feb 26, 2026
8-class classificationBloodMNISTbio medicalcomputer vision33Mar 24, 2026
Medical Image ClassificationRetinaMNIST v2 (test)bio medicalcomputer vision33Feb 26, 2026
3D Part SegmentationShapeNetPart (val)3d vision geometrycomputer vision33Mar 17, 2026
Referring Video Object SegmentationRef-Youtube-VOS v1.0 (test)computer visionmultimodal33Feb 26, 2026
Semantic SegmentationCityscapescomputer vision33May 6, 2026
Depth EstimationDIODE (test)3d vision geometry33Feb 26, 2026
SegmentationCAD-CAP WCE (5-fold cross-validation)computer vision33Feb 26, 2026
Automatic DiagnosisMuzhibio medicalnlp33Feb 26, 2026
4x Super-resolutionFFHQ 256x256 (val)computer vision33Jun 30, 2026
3D TriangulationETH3D (train)3d vision geometry33Mar 31, 2026
Medical Image SegmentationLiTSbio medicalcomputer vision33Apr 15, 2026
Instance SegmentationLVIS 1.0 (val)computer vision33Apr 13, 2026