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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 1231 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
OOD DetectionCIFAR-10computer visiontabular time series24Feb 26, 2026
Image ClassificationCIFAR-10computer vision24Feb 26, 2026
Reinforcement LearningTradingrobotics embodied ai24Feb 26, 2026
Reinforcement LearningCheetahrobotics embodied ai24Feb 26, 2026
Watermark Detectionc4 subsetadversarial safety security24Feb 26, 2026
Detection Accuracyc4 subsetcomputer vision24Feb 26, 2026
Detection Accuracyfinance_qacomputer vision24Feb 26, 2026
Detection AccuracyLongForm QAcomputer vision24Feb 26, 2026
Detection Accuracydolly_cwcomputer vision24Feb 26, 2026
Detection Accuracymmw storycomputer vision24Feb 26, 2026
Detection Accuracybook_reportcomputer vision24Feb 26, 2026
Image-level forgery detectionColumbiacomputer vision24Apr 6, 2026
Plane-level room detectionLiDAR R-dataset (R1-R5 and Avg)3d vision geometry24Feb 26, 2026
Time-Series Anomaly DetectionWSDtabular time series24May 29, 2026
Time-Series Anomaly DetectionTODStabular time series24May 29, 2026
Over-refusalOver-refusal Evaluation Suite (XSTest, WildJailbreak, WildGuard, OKTest, OR-Bench)llm chat instructionadversarial safety security24Feb 26, 2026
SafetySafety Evaluation Suite (Salad-Bench, WildJailbreak, JailbreakBench, WildChat, WildGuard)adversarial safety security24Feb 26, 2026
Image DenoisingBUSIcomputer vision24Feb 26, 2026
Image DenoisingCAMUScomputer vision24Feb 26, 2026
Instruction FollowingUnNIllm chat instruction24Feb 26, 2026
Instruction FollowingS-NIllm chat instruction24Feb 26, 2026
Instruction FollowingVicunallm chat instruction24Feb 26, 2026
Instruction FollowingDollyllm chat instruction24Feb 26, 2026
EEG ClassificationTUEV (test)bio medicaltabular time series24May 13, 2026
Mathematical ReasoningAIME25llm chat instructionnlp24Feb 26, 2026