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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 1164 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Skilled Forgery DetectionGPDS-Scomputer vision24Jun 18, 2026
DownscalingWeatherBench ERA5 5.625° to 1.40625°tabular time series24Jun 18, 2026
Multilingual topic and sentiment classificationSIB-200 and sentiment dataset collection (test)nlp24Jun 18, 2026
Decoder ReconstructionGemma 4B IT 3llm chat instruction24Jun 18, 2026
Multitask Language UnderstandingMMLUnlpllm chat instruction24Jun 18, 2026
Semantic SegmentationCubiCasacomputer vision24Jun 18, 2026
World ModellingAlfWorldrobotics embodied ai24Jun 17, 2026
CountdownCountdown 5llm chat instructionnlp24Jun 17, 2026
Multi-hop ReasoningHotpotQAnlpllm chat instruction24Jun 17, 2026
Mathematical ReasoningGSM-Hardllm chat instructionnlp24Jun 17, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp24Jun 17, 2026
Success Rate EstimationRoboMME STOPCUBErobotics embodied ai24Jun 17, 2026
Causal DiscoveryLorenz-96 D=40, T=1000tabular time series24Jun 17, 2026
Video Adversarial AttackKinetics-400adversarial safety securityvideo generation editing24Jun 17, 2026
Video Adversarial AttackHMDB-51adversarial safety securityvideo generation editing24Jun 17, 2026
Deep Research Report GenerationDRBllm chat instructionnlp24Jun 16, 2026
Open-vocabulary semantic segmentationPascal VOC 2012 V20computer vision24Jun 16, 2026
Profession PredictionBias-in-Bios (BiB) balanced (test)nlp24Jun 16, 2026
PDE SolvingHeat PDEmiscellaneous24Jun 16, 2026
PDE SolvingDiffusion PDEmiscellaneous24Jun 16, 2026
Question AnsweringCoQAnlp24Jun 16, 2026
Machine UnlearningFEMNIST natural partition (test)adversarial safety security24Jun 16, 2026
Machine UnlearningCIFAR-100 alpha_dir = 0.5 (test)adversarial safety security24Jun 16, 2026
Machine UnlearningCIFAR-10 alpha_dir = 0.5 (test)adversarial safety security24Jun 16, 2026
Clinical temporal classificationUCI-HAR (test)bio medicaltabular time series24Jun 16, 2026