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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 2080 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Feature SelectionCO with random extraneous featuresbio medicaltabular time series17Feb 26, 2026
Feature SelectionCHbio medicaltabular time series17Feb 26, 2026
Feature SelectionAL with random extraneous featuresbio medicaltabular time series17Feb 26, 2026
ClusteringSTL10 small-scale (val)tabular time series17Feb 26, 2026
ClusteringCIFAR20 small-scale (val)tabular time series17Feb 26, 2026
ClusteringCIFAR10 small-scale (val)tabular time series17Feb 26, 2026
SummarizationSummScreen (test)nlp17Feb 26, 2026
Tabular PredictionGEtabular time series17Feb 26, 2026
Semantic SegmentationPASCAL VOC blender 1/2 partition 2012 (val)computer vision17Feb 26, 2026
Image ClassificationImagenette 256 x 256 10 classes (test)computer vision17Feb 26, 2026
Image ClassificationGTSRB 32 x 32 43 classes (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR-10 32 x 32 (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR-100-C CS-3 1.0 (test)computer vision17Jul 7, 2026
Spatial Relationship UnderstandingVSRcomputer visionnlp17Feb 26, 2026
Visual Object TrackingTrackingNet 23 (test)computer vision17Feb 26, 2026
Visual Object TrackingLaSOT 11 (test)computer vision17Feb 26, 2026
Image-to-text retrievalOpen-Imultimodalretrieval search rag17Feb 26, 2026
Offline Reinforcement LearningD4RL Mujoco Halfcheetah-Medium-Expert v2robotics embodied ai17Feb 26, 2026
Novel View Synthesis360 dataset multiscale, 8x scale factor3d vision geometry17Feb 26, 2026
Novel View Synthesis360 dataset multiscale 4x scale factor3d vision geometry17Feb 26, 2026
Novel View Synthesis360 dataset multiscale 2x scale factor3d vision geometry17Feb 26, 2026
Novel View Synthesis360 dataset multiscale 1x scale factor3d vision geometry17Feb 26, 2026
Keystep recognitionCrossTaskcomputer vision17Feb 27, 2026
Object-level Anomaly DetectionReal3D-AD (test)computer vision17Feb 26, 2026
Multitask Language UnderstandingBIG-bench-lite 24 tasksnlpllm chat instruction17Feb 26, 2026