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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 696 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Super-ResolutionSet14 x2computer vision35Mar 9, 2026
Knowledge TracingAssistments public benchmark 2009-2010tabular time series35Feb 26, 2026
Forward PDE solvingPipemiscellaneous35Jun 1, 2026
Noisy Independent Component AnalysisHeavy-Tailed distributions (Uniform, Bernoulli, Laplace, Exponential, Student's t) (test)miscellaneous35Feb 26, 2026
Fractional Knapsack Problem OptimizationFractional knapsack problems Simulated (500 simulation trials)miscellaneous35Feb 26, 2026
Traveling Salesperson ProblemTSP N=200 (Generalization (128 instances))miscellaneous35Mar 25, 2026
Maximum Independent SetSATLIBgraph35Apr 15, 2026
Generative ModelingMNIST (test)image generation editingvideo generation editing+1435Apr 10, 2026
Grayscale Image DenoisingBDS68 (test)computer vision35Feb 26, 2026
Image ClassificationPathMNIST v2 (test)computer vision35Feb 26, 2026
Semantic SegmentationMFNet day-night (test)computer vision35May 27, 2026
Panoptic SegmentationADE20K 150 59 (val)computer vision35Feb 26, 2026
Multimodal Machine UnlearningRetain Setmultimodaladversarial safety security35Mar 18, 2026
Mathematical ReasoningGame of 24 (test)llm chat instructionnlp35Feb 26, 2026
Retinal Anomaly DetectionOCTID (test)bio medicalcomputer vision35Feb 26, 2026
Zero-shot Image ClassificationImageNet zero-shotcomputer vision35Feb 26, 2026
Continual Image ClassificationCIFAR100 Splitcomputer vision35Jun 11, 2026
Visual Place RecognitionSF-XL v2computer vision35Feb 26, 2026
Polyp SegmentationETIS (Unseen)computer visionbio medical35Apr 21, 2026
Chest X-ray ClassificationPneumonia (test)bio medicalcomputer vision35Mar 6, 2026
Medical Visual Question AnsweringPathVQA closed-endmultimodalbio medical35Feb 26, 2026
Named Entity RecognitionMITnlp35Apr 8, 2026
Survival PredictionTCGA-BLCA (5-fold cross-validation)bio medicaltabular time series35Feb 26, 2026
Mathematical ReasoningTheoremllm chat instructionnlp35Apr 14, 2026
Mathematical ReasoningDMllm chat instructionnlp35Apr 14, 2026