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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 907 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Graph Regressionmolesolgraphbio medical+129May 7, 2026
Question AnsweringWikiQAnlp29Feb 26, 2026
Target Distribution SamplingFunnel 10Dmiscellaneous29Jun 1, 2026
EEG signal classificationMAMEM-SSVEP-IIbio medicaltabular time series29Mar 18, 2026
Generated Image DetectionADMimage generation editingcomputer vision29Mar 4, 2026
Speech ReconstructionSEED-ZHspeech audio29May 28, 2026
Empathetic Dialogue Response GenerationAvaMERGllm chat instructionnlp29Feb 26, 2026
Complex Instruction FollowingInstructTTSEval ENllm chat instruction29Jun 8, 2026
Urban Sound ClassificationUrbanSound 8kspeech audiocomputer vision29Jun 26, 2026
Instruction-following robotic manipulationCALVIN ABC→D (unseen environment D)robotics embodied aillm chat instruction29Feb 26, 2026
Robotic ManipulationSIMPLER Google Robot Visual Matchingrobotics embodied ai29Jul 9, 2026
Parameter CalibrationPGPSmiscellaneous29Feb 26, 2026
Code GenerationMBPP+code developer ai29Mar 23, 2026
Offline Reinforcement LearningD4RL Adroit hammer-clonedrobotics embodied ai29Apr 15, 2026
Offline Reinforcement LearningD4RL Adroit hammer-humanrobotics embodied ai29Apr 15, 2026
Offline Reinforcement LearningD4RL Adroit door-humanrobotics embodied ai29Apr 15, 2026
Graph ClassificationGCB-Hgraph29Apr 2, 2026
Fraud DetectionPAYSIMtabular time series29Feb 26, 2026
Mathematical ReasoningIn-Distribution Avgllm chat instructionnlp29Apr 2, 2026
Multimodal ReasoningMMK12multimodalnlp29Jun 23, 2026
Reward ModelingRM-Bench v1.0 (test)llm chat instruction29Apr 14, 2026
Next Token Prediction PerturbationNext Token Prediction Perturbationnlp29Feb 26, 2026
Node ClassificationCOCO-SPgraph29Jun 4, 2026
Graph Anomaly DetectionEnrongraph29Apr 20, 2026
Traveling Salesman ProblemTSP 10,000 randomly generated instances (test)miscellaneous29Mar 4, 2026