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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 1695 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Global OptimizationCEC Functions F01-F30 D=50 2014miscellaneous19Jun 5, 2026
Numerical OptimizationCEC D=100 F01-F30 2014miscellaneous19Jun 5, 2026
Image ClassificationImageNet balanced original (test)computer vision19Jun 4, 2026
Dynamic Link Predictiontgbl-wiki (test)graph19Jun 11, 2026
LLM Decoding ThroughputNOSA-8B 96K context lengthllm chat instruction19Jun 4, 2026
LLM Decoding ThroughputMiniCPM 8B 96K context length 4.1llm chat instruction19Jun 4, 2026
Web AutomationWebArenaagents tool use19Jun 17, 2026
Counseling EvaluationPsychEval Resistantllm chat instructionnlp19Jun 4, 2026
Counseling EvaluationPsychEval Non-resistantllm chat instructionnlp19Jun 4, 2026
Counseling Interaction EvaluationPsychEval (Resistant)llm chat instructionnlp19Jun 4, 2026
SQL fuzzingSQL fuzzing benchmarkscode developer aiadversarial safety security19Jun 4, 2026
Time-bounded reachability computationErlang modelmiscellaneous19Jun 4, 2026
Dual Face-Hair RetrievalDFHR-Bench Bimodal Alignmentcomputer visionmultimodal19Jun 4, 2026
Force and Energy PredictionMD22 Ac-Ala3-NHMe + AT-ATbio medicaltabular time series19Jun 4, 2026
Mathematical ReasoningHMMT25llm chat instructionnlp19Jun 30, 2026
Natural Language Camera AgentSCOPEagents tool usecomputer vision+119Jun 4, 2026
Temporal video understandingMotionBenchcomputer vision19Jun 2, 2026
Traveling Salesman ProblemDIMACS challenge E series 8thmiscellaneous19Jun 2, 2026
Regime DetectionSynthetic Time Series SVAR (Exp. Fam.)tabular time series19Jun 2, 2026
Mathematical reasoningGSM8Kllm chat instructionnlp19Jun 9, 2026
Selective PredictionNCQA (test)nlp19Jun 2, 2026
Tumor SegmentationLiTS (test)bio medicalcomputer vision19Jun 2, 2026
UGC Quality AssessmentCASTER-Bench 1.0 (test)nlp19Jun 2, 2026
Task Incremental Learning (TIL)Cora+WikiCS+Photo 10-shot (test)tabular time series19Jun 2, 2026
Domain Incremental Learning (DIL)Cora+Citeseer+WikiCS 10-shot (test)graphtabular time series19Jun 2, 2026