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Benchmarks

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

309,131 benchmarksPage 606 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Pathology Image ClassificationPanNuke (test)computer visionbio medical37Jun 9, 2026
Pathology Image ClassificationWSSS4LUAD (test)computer visionbio medical37Jun 9, 2026
Pathology Image ClassificationNCT-CRC (test)computer visionbio medical37Jun 9, 2026
Pathology Image ClassificationOsteo (test)computer visionbio medical37Jun 9, 2026
Pathology Image ClassificationLC-COLON (test)computer visionbio medical37Jun 9, 2026
Pathology Image ClassificationLC-LUNG (test)computer visionbio medical37Jun 9, 2026
Pathology Image ClassificationSKINTUMOR (test)computer visionbio medical37Jun 9, 2026
Pathology Image ClassificationSKINCANCER (test)computer visionbio medical37Jun 9, 2026
Pathology Image ClassificationSICAP-MIL (test)computer visionbio medical37Jun 9, 2026
Reading ComprehensionBoolQnlp37Jun 18, 2026
Image ClassificationCelebA (test)computer vision37Jul 2, 2026
Multi-label biomedical classificationPubMed (test)bio medicalnlp37Jun 2, 2026
Multi-label biomedical classificationOhsumed (test)bio medicalnlp37Jun 2, 2026
Complex reasoningSciFact (test)llm chat instructionnlp37Jun 2, 2026
Complex reasoningVitaminC (test)llm chat instructionnlp37Jun 2, 2026
Complex reasoningFEVER (test)llm chat instructionnlp37Jun 2, 2026
High-stakes specialized classificationClaude9 (test)bio medicalnlp37Jun 2, 2026
High-stakes specialized classificationDDI (test)bio medicalnlp37Jun 2, 2026
General classificationAGNews (test)nlp37Jun 2, 2026
General ReasoningOut-of-Distribution Benchmarks MMLU-P, ARC-c, GPQAllm chat instructionnlp37Jun 23, 2026
Pairwise evaluationAlpacaEvalllm chat instruction37Jun 1, 2026
In-Context Value AlignmentValue Composition (Overall)llm chat instructionnlp37May 27, 2026
GUI Web Agent NavigationMind2Web Onlineagents tool userobotics embodied ai37Jun 2, 2026
Science Question AnsweringResearchQAnlpbio medical37Jun 16, 2026
Autonomous Driving PlanningNAVSIM v1 (navtest)robotics embodied ai37Jul 1, 2026