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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 1763 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Downstream performance predictionEY Energy corrupted with Laplace noisellm chat instructionnlp19Feb 26, 2026
Downstream performance predictionCH (Chess) corrupted with Laplace noisellm chat instructionnlp19Feb 26, 2026
Downstream performance predictionAbalone corrupted with Laplace noisellm chat instructionnlp19Feb 26, 2026
ClusteringPCMACtabular time series19Feb 26, 2026
Time Series Conformal PredictionSolar 3Y (test)tabular time series19Feb 26, 2026
Personality PredictionPERSONET-en 1.0 (test)nlp19Feb 26, 2026
Personality PredictionPERSONET-en 1.0 (dev)nlp19Feb 26, 2026
Resolving Confusion (RC)CIFAR-5computer vision19Feb 26, 2026
Image RetrievalCOCOretrieval search ragcomputer vision19Apr 7, 2026
Image ClassificationMNIST CS 100 (test)computer vision19Feb 26, 2026
Age EstimationIMDB-WIKI-DIR v1 (test)computer vision19Feb 26, 2026
Offline Reinforcement LearningD4RL Walker2d Med-Replayrobotics embodied ai19Jun 4, 2026
Offline Reinforcement LearningD4RL HalfCheetah Med-Expertrobotics embodied ai19Jun 4, 2026
CalibrationDermaMNIST (test)tabular time series19Feb 26, 2026
Class-conditioned Video GenerationUCF101 (test)video generation editing19Feb 26, 2026
Image ClassificationCIFAR100 Subsetcomputer vision19Feb 26, 2026
Image ClassificationImageNet 21K (test)computer vision19Feb 26, 2026
Single-Source Domain GeneralizationDigits (test)computer vision19Feb 26, 2026
Multi-agent Reinforcement LearningMPE Cooperative Navigation (CN) v1 (Expert)robotics embodied ai19Jun 2, 2026
Visual Question AnsweringInfographicVQAmultimodalcomputer vision+119May 19, 2026
Scene Text RecognitionCT80 (test)computer vision19Feb 26, 2026
Monocular Depth EstimationSUN RGB-D3d vision geometrycomputer vision19Feb 26, 2026
Deepfake DetectionWildDeepfake (test)computer visionadversarial safety security19Feb 26, 2026
Image ClassificationCIFAR-100-N-LT synthetic (test)computer vision19Feb 26, 2026
Problem-SolvingMMLU (test)llm chat instructionnlp19May 14, 2026