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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 1941 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Scientific ReasoningMMLU-Scinlp18Feb 26, 2026
Offline Reinforcement LearningD4RL Kitchen-mixed v0 (test)robotics embodied ai18Feb 26, 2026
Offline Reinforcement LearningD4RL Kitchen kitchen-partial v0 (test)robotics embodied ai18Feb 26, 2026
Binary ClassificationWaterbirds (OOD)tabular time series18Jun 4, 2026
Anomaly detectionMSL (test)tabular time series18Jul 1, 2026
LLM-generated text detectionWP-s Claude3 Opusllm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionXSum Claude3 Opusllm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionPubMed Claude3 Opusllm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionWP-s GPT4 Turbollm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionXSum GPT4 Turbollm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionPubMed GPT4 Turbollm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionWP-s GPT4llm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionXSum GPT4llm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionPubMed GPT4llm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionWP-s GPT3.5 Turbollm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionXSum GPT3.5 Turbollm chat instructionnlp18Feb 26, 2026
LLM-generated text detectionPubMed GPT3.5 Turbollm chat instructionnlp18Feb 26, 2026
Monocular Depth EstimationVOID (test)3d vision geometrycomputer vision18Feb 26, 2026
Continual LearningDTDmiscellaneous18Mar 13, 2026
GUI GroundingScreenspot Webcomputer visionnlp18May 19, 2026
GUI GroundingScreenspot Desktopcomputer visionnlp18May 19, 2026
GUI GroundingScreenspot Mobilecomputer visionnlp18May 19, 2026
OOD DetectionImageNet Far-OODcomputer visiontabular time series18Feb 26, 2026
Word-level sign language recognitionMS-ASL 1000speech audiocomputer vision18Feb 26, 2026
Word-level sign language recognitionMS-ASL 500speech audiocomputer vision18Feb 26, 2026