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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 165 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Offline Reinforcement LearningD4RL hopper-randomrobotics embodied ai86May 11, 2026
Natural Language InferenceSciTail (test)nlpNatural Language Inference on SciTail (test) performance trend86May 14, 2026
Conditional Image GenerationImageNet-1K 256x256 (val)image generation editing86Feb 26, 2026
Multi-image ReasoningMIRBmultimodalcomputer vision+1Multi-image Reasoning on MIRB performance trend86Jun 23, 2026
Text-to-Image GenerationT2I-CompBench (test)image generation editingText-to-Image Generation on T2I-CompBench (test) performance trend86Apr 10, 2026
Image ClassificationCaltech-256 (test)computer vision86Jun 12, 2026
Table Question AnsweringWikiTableQuestions (test)nlpretrieval search ragTable Question Answering on WikiTableQuestions (test) performance trend86Feb 26, 2026
Named Entity RecognitionConll 2003nlpNamed Entity Recognition on Conll 2003 performance trend86Feb 27, 2026
Policy CompositionDexCompose 16 Composite Tasks 1.0robotics embodied ai85Jun 29, 2026
Zero-shot Evaluation9 diverse tasks zero-shotnlpllm chat instruction85May 27, 2026
Audio Watermark AttributionMusicCaps (test)speech audio85May 25, 2026
Audio Watermark DetectionMusicCaps (test)speech audio85May 25, 2026
Audio Watermark DetectionMusicCaps balanced (val)speech audio85May 25, 2026
Zero-shot EvaluationZero-shot Evaluation Suite (ARC, Hellaswag, LAMBADA, PIQA, Winogrande)nlpllm chat instruction85May 20, 2026
Image ClassificationMNIST VAE m=32 latent space (test)computer vision85May 19, 2026
Counterfactual GenerationSIB200computer visionimage generation editing85May 13, 2026
Common Sense ReasoningHellaSwagnlp85Jul 9, 2026
Noise Multiplier CalculationDP-SGD Hyperparameter Configurations (train)miscellaneous85May 11, 2026
OOD DetectionImageNet-54 (test)computer visiontabular time series85Apr 24, 2026
Visual Spatial IntelligenceVSI-Benchcomputer visionmultimodal85Jul 3, 2026
Image ClassificationImageIDC (test)computer visionImage Classification on ImageIDC (test) performance trend85Jun 23, 2026
Anomaly GenerationMVTec-ADcomputer visionimage generation editing85Mar 20, 2026
Multi-hop Question Answering2WikiMHQAnlpretrieval search rag85Jun 5, 2026
Physical Commonsense ReasoningPIQAnlpPhysical Commonsense Reasoning on PIQA (Accuracy) performance trend85Jun 12, 2026
Robotic ManipulationLIBERO (test)robotics embodied ai85Jul 7, 2026