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SOTA2 Research · benchmarks

Benchmarks

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

Benchmarks

309,131 indexed
TaskDatasetDomainTrendResultsLast Update
Mathematical ReasoningAIME26llm chat instructionnlp29Jun 2, 2026
Zero-Shot Skeleton-based Action RecognitionNTU-RGB+D Xsub 120 (110/10)computer vision29May 13, 2026
Zero-Shot Skeleton-based Action RecognitionNTU-RGB+D Xsub 60 (55/5)computer vision29May 13, 2026
Mathematical reasoningAMCllm chat instructionnlp29May 20, 2026
Large Vision-Language Model EvaluationUnweighted Averagemultimodalcomputer vision+129May 12, 2026
Link PredictionPubmedgraph29Jun 11, 2026
Node ClassificationEle-Computersgraph29Jun 4, 2026
Node ClassificationBooks Historygraph29Jun 4, 2026
Visual GroundingV*multimodalcomputer vision29May 12, 2026
Goal-conditioned navigationTwo-Roomrobotics embodied ai29Jun 23, 2026
Remote Homology detectionRemote Homologybio medical29May 11, 2026
Instruction FollowingAgentIFllm chat instruction29May 11, 2026
Instruction FollowingWritingBenchllm chat instruction29May 11, 2026
Mathematical ReasoningAIME 2026llm chat instructionnlp29May 14, 2026
Single-turn data-to-logic tasksDTLBenchnlpllm chat instruction29May 11, 2026
Survival predictionTCGA (cross-validated)bio medicaltabular time series29May 11, 2026
Image ReconstructionImageNet 256x256 class-conditionalcomputer vision29May 8, 2026
Tree Explainer Runtime and Stability AnalysisSynthetic data d=10miscellaneous29May 8, 2026
Reliability EstimationTriviaQAllm chat instruction29Jun 11, 2026
Long-context retrievalBRIGHT StackExchangeretrieval search ragllm chat instruction29May 8, 2026
General ReasoningAutoLogillm chat instructionnlp29May 18, 2026
General ReasoningZebraLogicllm chat instructionnlp29May 18, 2026
Emotion RecognitionFACED 9-Classspeech audiocomputer vision+129Jul 7, 2026
Visual TrackingLaSOT extcomputer vision29Jun 30, 2026
Graph reconstructionogbn-arxivgraph29Jun 9, 2026