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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 1480 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Music Source SeparationMUSDB18 HQspeech audio21Feb 26, 2026
Speech ReconstructionSeedTTS en (test)speech audio21Jun 11, 2026
LiDAR-Camera CalibrationSolid-state LiDAR and Pinhole Camera3d vision geometrycomputer vision21Feb 26, 2026
LiDAR-Camera CalibrationSolid-state LiDAR and Full Frame Camera3d vision geometrycomputer vision21Feb 26, 2026
Robotic GraspingReOcS (normal-hard)robotics embodied ai21Feb 26, 2026
Robot ManipulationSimplerEnv OODrobotics embodied ai21May 29, 2026
Pick-and-placeSIMPLER-WidowXrobotics embodied ai21Jul 7, 2026
End-to-end drivingLangAuto Tinyrobotics embodied ai21Mar 10, 2026
End-to-end drivingLangAuto Shortrobotics embodied ai21Mar 10, 2026
Object Goal NavigationHM3D (val)robotics embodied aicomputer vision21Feb 26, 2026
ClassificationHIGGS (test)computer visionnlp+321Jun 11, 2026
Multi-task EvaluationAggregate (AIME25, AIME24, MATH, GSM8K, HumanEval+, MBPP+, MedQA, GPQA-Diamond)miscellaneous21Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision21Feb 26, 2026
Image ClassificationTinyImageNet (test)computer vision21Feb 26, 2026
Domain-incremental LearningCDDBmiscellaneous21Apr 3, 2026
Question AnsweringMMLU, TruthfulQA, and BBQnlp21May 20, 2026
Class Incremental LearningImageNet-100 B50 Inc10computer visiontabular time series21May 11, 2026
Image GenerationImageNet 256x256 50k (test)image generation editing21Feb 26, 2026
Offline Reinforcement LearningD4RL Hopper randomrobotics embodied ai21May 7, 2026
Mathematical ReasoningReasoning Datasets Average (MATH500, OlympiadBench, MinervaMath, GSM8K, MMLU)llm chat instructionnlp21Feb 26, 2026
Remaining Useful Life EstimationPRONOSTIA 100Hz4.2kNtabular time series21Feb 26, 2026
Remaining Useful Life EstimationPRONOSTIA 100Hz4kNtabular time series21Feb 26, 2026
Aggregate PerformanceMulti-task Evaluation Suitemiscellaneous21Feb 26, 2026
Science Question AnsweringGPQAnlpbio medical21Feb 26, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp21Feb 26, 2026