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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 2003 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Clusteringsynthetictabular time series17May 15, 2026
Clusteringsynthetictabular time series17May 15, 2026
Offline-to-Online Reinforcement LearningD4RL Aggregaterobotics embodied ai17Jul 2, 2026
OOD DetectionCIFAR-10 OpenOOD v1.5 (test)computer visiontabular time series17May 15, 2026
OOD DetectionImageNet OOD Aggregate Averagecomputer visiontabular time series17May 15, 2026
Point cloud reconstructionN-RGBD3d vision geometry17Jun 18, 2026
Vocabulary difficulty predictionKVL data (test)nlp17May 15, 2026
Few-shot classificationCDD 5-way 5-shotcomputer visionnlp+117May 15, 2026
Confidence Estimation (Iterative Tagging)PopQAllm chat instruction17May 15, 2026
Confidence Estimation (Iterative Tagging)Biosllm chat instruction17May 15, 2026
Language ModelingEvaluation Tasks Zero-shot Averagenlp17May 15, 2026
Image Question AnsweringMMBenchmultimodalcomputer vision+117May 14, 2026
Class-Incremental LearningFGVC-Aircraft B0 Inc10 (test)computer visiontabular time series17May 28, 2026
Goal-reachingAntMaze Teleport (navigate-v0)robotics embodied ai17Jun 4, 2026
Action RecognitionKinetics (meta-test)computer vision17May 14, 2026
ReasoningXcope bollm chat instructionnlp17May 14, 2026
Multiple-choice ReasoningHellaswag bonlpllm chat instruction17May 14, 2026
Link PredictionCoragraph17May 14, 2026
Node ClassificationCoragraph17May 14, 2026
Average PerformanceCiteSeergraph17May 14, 2026
Average PerformanceCoragraph17May 14, 2026
Multilingual Document ParsingDocAtlas 1.0 (test)nlpcomputer vision17May 14, 2026
Multi-Armed SamplingMulti-Armed Sampling Finite-Armed Setting theoretical boundsmiscellaneous17May 14, 2026
Long-text generationLongText-Bench ZHllm chat instruction17May 13, 2026
Long-text generationLongText-Bench ENllm chat instruction17May 13, 2026