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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 1702 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Supply Chain ManagementBeer Game 20-week, 2-2-2 lead timestabular time series19May 19, 2026
Drug-Drug Interaction predictionDrugMap 2024bio medical19May 19, 2026
Drug-Drug Interaction predictionDDInter 2.0bio medical19May 19, 2026
Human-Herb InteractionITCM (Target)bio medical19May 19, 2026
Human-Herb InteractionTCMM (Target)bio medical19May 19, 2026
Drug-Drug InteractionZhangDDI Targetbio medical19May 19, 2026
Herb-Herb Interaction PredictionTCMM Target (Source: ITCM)bio medical19May 19, 2026
KnowledgeMMLU-Pro (test)nlp19May 27, 2026
Reflection RemovalNature (test)computer vision19Jun 4, 2026
Image ClassificationiWildCam OOD (test)computer vision19Jun 4, 2026
Mathematical ReasoningLiveMathBenchllm chat instructionnlp19May 26, 2026
General VQAMMEmultimodalcomputer vision+119Jun 25, 2026
Continual Learning EvaluationSix Benchmark Datasets Overallmiscellaneous19May 18, 2026
Medical Image ClassificationCamelyon17bio medicalcomputer vision19May 18, 2026
Question AnsweringLongMemEval S (test)nlp19May 18, 2026
coding abilityDS-1000code developer ai19May 18, 2026
mathematical reasoningMultiArithllm chat instructionnlp19May 18, 2026
Root Cause LocalizationDataset Bretrieval search rag19May 18, 2026
Temporal Video RescalingUCF101computer vision19May 18, 2026
Causal DiscoverySachs flow cytometry observationaltabular time series19Jun 23, 2026
Image ClassificationOxfordPetscomputer vision19May 18, 2026
Image ClassificationRAF-DBcomputer vision19May 18, 2026
Commonsense ReasoningCommonsenseQAnlp19May 26, 2026
Bioacoustic DetectionBirdSetbio medicalcomputer vision+119May 15, 2026
Partial Dependence Plot (PDP)KDD Cuptabular time series19May 15, 2026