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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 2047 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Source PredictionEval-Actions 1.0 (test)nlp17Feb 26, 2026
Success PredictionEval-Actions 1.0 (test)robotics embodied ai17Feb 26, 2026
Score PredictionEval-Actions 1.0 (test)tabular time series17Feb 26, 2026
Continuous NavigationUAV-Need-Help Hard (test-seen)robotics embodied ai17Feb 26, 2026
Continuous NavigationUAV-Need-Help Easy (test-seen)robotics embodied ai17Feb 26, 2026
Continuous NavigationUAV-Need-Help Full (test-seen)robotics embodied ai17Feb 26, 2026
Whole scene reconstructionCaptured Scene Manual SAM Mask (2 scenes)3d vision geometry17Feb 26, 2026
Whole scene reconstructionCaptured Scene Grounded SAM2 Mask (2 scenes)3d vision geometry17Feb 26, 2026
Whole Scene ReconstructionGraspNet Real (10 Scenes)3d vision geometry17Feb 26, 2026
Whole Scene ReconstructionBlenderProc Synthetic Dataset 10 Scenes3d vision geometry17Feb 26, 2026
Lossless compressionYCB-Slidemiscellaneous17Feb 26, 2026
Lossless compressionObjTacmiscellaneous17Feb 26, 2026
Lossless compressionSSVTPmiscellaneous17Feb 26, 2026
5G-NR Signal Decoding5G-NRmiscellaneous17Feb 26, 2026
Automatic Speech RecognitionLoquacious (test)speech audio17Feb 26, 2026
Constrained Multi-objective OptimizationZXH_CFmiscellaneous17Apr 7, 2026
Constrained Multi-objective OptimizationSDCmiscellaneous17Apr 7, 2026
Constrained Multi-objective OptimizationLIRCMOPmiscellaneous17Apr 7, 2026
Constrained Multi-objective OptimizationDOCmiscellaneous17Apr 7, 2026
Constrained Multi-objective OptimizationDASCMOPmiscellaneous17Apr 7, 2026
Metacognitive AbilityTriviaQAllm chat instructionnlp17Mar 27, 2026
Probabilistic Time Series ForecastingETTh2tabular time series17Mar 26, 2026
ClassificationUCR Wafercomputer visionnlp+317May 1, 2026
Aggregated Performance BenchmarkingCombined Multimodal Evaluation Summarymultimodal17Feb 26, 2026
ClusteringOLIVETTItabular time series17Apr 24, 2026