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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
Long-context Language ModelingRULER 4Kllm chat instructionnlp29Jun 1, 2026
Optimization ModelingNL4OPTmiscellaneous29Jun 16, 2026
Image Classification8-Vision benchmark (EuroSAT, GTSRB, SVHN, RESISC45, DTD, Cars, MNIST, SUN397) (test)computer vision29Jun 4, 2026
Ambiguity DetectionAmbigQAnlp29Jun 23, 2026
Robotic ManipulationLIBEROrobotics embodied ai29Jul 9, 2026
Salient Object DetectionDUT-OMRON 5168 images (test)computer vision29May 26, 2026
Link PredictionProductsgraph29May 26, 2026
Code GenerationLiveCodeBenchcode developer ai29Jun 18, 2026
Mathematical ReasoningMathVistallm chat instructionnlp29Jun 1, 2026
Question AnsweringNQnlp29May 25, 2026
Iris RecognitionCASIA-Iris-Thousandcomputer vision29Jul 7, 2026
Mathematical ReasoningMathematical Reasoning Suite MATH 500, AIME 2024, AIME 2025, AMC 2023, Olympiad Benchllm chat instructionnlp29Jun 2, 2026
Binary Classificationbinary health datasets avg (test)tabular time series29May 19, 2026
Shallow Water Equations SimulationSWEmiscellaneous29May 19, 2026
2D Diffusion-Reaction SimulationDiffRe-2Dmiscellaneous29May 19, 2026
Compressible Navier-Stokes SimulationCompNSmiscellaneous29May 19, 2026
Compressible Euler Equations (Euler-2D)VICON (test)miscellaneous29May 19, 2026
Text ClassificationNLU Tasks (SST-2, MR, Subj, SST-5, MPQA)nlp29Jun 15, 2026
Molecular Interaction PredictionCombiSolvbio medical29May 19, 2026
Irregular clinical time-series predictionPhysioNet 2012 (test)bio medicaltabular time series29May 21, 2026
General Knowledge Question AnsweringMMLU-PROllm chat instructionnlp29May 26, 2026
SegmentationLGG MRIcomputer vision29May 18, 2026
Robot ManipulationLIBERO Goalrobotics embodied ai29May 20, 2026
Modality RetrievalFlickr30kretrieval search ragmultimodal29Jun 19, 2026
Modality RetrievalToysretrieval search ragmultimodal29Jun 19, 2026