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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 1062 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Safety EvaluationSafetyBenchadversarial safety security26Mar 18, 2026
Zero-shot Task Evaluation11 Tasks zero-shotllm chat instruction26Mar 18, 2026
Gender Attribute InferenceMovieLens 1mnlp26Mar 17, 2026
Machine Translation (Zh to En)Financenlp26Mar 17, 2026
Glioblastoma (GBM) treatment predictionGlioblastoma (GBM) treatment predictionbio medical26Mar 17, 2026
Chromatic AdaptationLightbox Sony CamspecV2computer vision26Mar 17, 2026
Semantic SegmentationPASCAL VOC 15-1 sequence 2012computer vision26Mar 17, 2026
Semantic SegmentationPASCAL VOC 15-5 sequence 2012computer vision26Mar 17, 2026
Anomalous Sound DetectionDCASE T2 DG 2023 (sec dev)speech audio26Mar 17, 2026
Anomalous Sound DetectionDCASE T2 sec-eval 2020speech audio26Mar 17, 2026
ClassificationIn-housecomputer visionnlp+326Mar 17, 2026
Safety EvaluationDANadversarial safety security26Jun 9, 2026
Mathematical ReasoningMMLU-Pro Mathllm chat instructionnlp26May 13, 2026
Story EvaluationHANNA (test)nlp26Apr 23, 2026
Attributed Graph ClusteringUATgraph26Jun 23, 2026
Attributed Graph ClusteringCORAgraph26Jun 23, 2026
Attributed Graph ClusteringFILMgraph26Jun 23, 2026
Attributed Graph ClusteringACMgraph26Jun 23, 2026
Object DetectionObjDet (OD)computer vision26Mar 16, 2026
Semantic SegmentationSemSeg (SS)computer vision26Mar 16, 2026
Video Action RecognitionSS v2computer vision26May 13, 2026
Novel View SynthesisDL3DV benchmark (140 scenes)3d vision geometry26Mar 27, 2026
Machine UnlearningTiny-ImageNet Forget 50%adversarial safety security26Apr 13, 2026
RecommendationSteamtabular time series26Apr 20, 2026
Continual LearningImageNet-R 10-task splitmiscellaneous26Mar 12, 2026