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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 1482 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Credit Risk PredictionHome Credit Default Risktabular time series21Apr 21, 2026
Image ClassificationCIFAR-10 30% symmetric noise (test)computer vision21Feb 26, 2026
Rebuttal GenerationRe2 (test)nlp21Feb 26, 2026
Reinforcement LearningAtari 100K (test)robotics embodied ai21Feb 26, 2026
Offline Reinforcement LearningD4RL Locomotion Full datasetsrobotics embodied ai21Mar 25, 2026
Question AnsweringMMLUnlp21Apr 16, 2026
Continuous ControlHumanoid 17-Dofrobotics embodied ai21Feb 26, 2026
Model RetrievalLlama-8B model tree (test)retrieval search rag21Feb 26, 2026
Model RetrievalMistral-7B model tree (test)retrieval search rag21Feb 26, 2026
Model RetrievalQwen-7B model tree (test)retrieval search rag21Feb 26, 2026
Model RetrievalQwen-3B model tree (test)retrieval search rag21Feb 26, 2026
Code GenerationLiveCodeBenchcode developer ai21Mar 24, 2026
Classification ProbingSarcasm (test)nlp21Feb 26, 2026
Classification ProbingHateXplain (test)nlp21Feb 26, 2026
Classification ProbingCounterfact (test)nlp21Feb 26, 2026
Classification ProbingCommon (test)nlp21Feb 26, 2026
Classification ProbingCities (test)nlp21Feb 26, 2026
Classification ProbingSTSA (test)nlp21Feb 26, 2026
Multi-task Language ModelingMergeBenchnlpllm chat instruction+121Apr 28, 2026
Concept ErasureStable Diffusion Nudity Concept v1.4computer visionnlp21Jun 19, 2026
Node ClassificationLastFMgraph21Mar 24, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp21Jun 9, 2026
Inverse problemPoissonmiscellaneous21Feb 26, 2026
Unverbalized Bias DetectionHiring Tasknlpadversarial safety security21Feb 26, 2026
Mathematical ReasoningOlympiadBenchllm chat instructionnlp21Mar 10, 2026