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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
Tabular ClassificationLCLDtabular time series29Apr 10, 2026
GUI NavigationAndroidControl Highagents tool userobotics embodied ai29Jun 30, 2026
Vulnerability ReproductionCVE-based Vulnerability Datasetadversarial safety securitycode developer ai29Apr 7, 2026
Adversarial Attack TransferabilityImageNet-Compatibleadversarial safety securitycomputer vision29Apr 7, 2026
Commonsense Question AnsweringCommonsense QAnlp29May 5, 2026
Physical System ModelingDataset 1miscellaneous29Apr 7, 2026
Mathematical ReasoningAIME25llm chat instructionnlp29May 18, 2026
Single Object TrackingVastTrackcomputer vision29May 19, 2026
Referring Expression Comprehension (RSREC)RRSIS-D (test)computer visionmultimodal29Apr 3, 2026
Time Series Anomaly DetectionPSMtabular time series29Jun 18, 2026
Object Anomaly DetectionAnomaly-ShapeNet Two Sample per class (test)computer vision29Apr 2, 2026
Hallucination Evaluation (Generative)AMBER-gllm chat instruction29May 7, 2026
Diagram UnderstandingAI2Dcomputer visionnlp29Jun 9, 2026
3D Visual GroundingScanRefer Multiple3d vision geometrycomputer vision29Jun 9, 2026
Scientific reasoningGPQAnlp29May 27, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp29Apr 2, 2026
Mathematical ReasoningAMC 2023llm chat instructionnlp29Apr 2, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp29Apr 2, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlp29Apr 2, 2026
Mathematical ReasoningAIME 2023llm chat instructionnlp29Apr 2, 2026
Mathematical ReasoningAMC 2023llm chat instructionnlp29Apr 2, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp29Apr 2, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlp29Apr 2, 2026
Mathematical ReasoningAIME 2023llm chat instructionnlp29Apr 2, 2026
Tropical Cyclone track and intensity forecastingTropical Cyclone dataset 2022tabular time seriesbio medical29Apr 1, 2026