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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 1173 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Remaining Useful Life PredictionC-MAPSS FD004 (test)tabular time series24Jun 2, 2026
Remaining Useful Life PredictionC-MAPSS FD003 (test)tabular time series24Jun 2, 2026
Semantic SegmentationCityscapes 16 classes (val)computer vision24Jun 2, 2026
Knowledge & Instruction FollowingMMLUllm chat instructionnlp24Jun 2, 2026
Future Motion SegmentationEVIMOcomputer vision24Jun 2, 2026
Response GenerationUltraFeedback (val)llm chat instructionnlp24Jun 2, 2026
Model Inversion DefenseCelebA 64x64 (test)adversarial safety security24Jun 2, 2026
Time Series ForecastingWalker MuJoCo D (test)tabular time series24Jun 2, 2026
Time Series ForecastingHopper MuJoCo D (test)tabular time series24Jun 2, 2026
Constrained Black-box Optimization9 Tabular Benchmarks Constraint: Runtimemiscellaneous24Jun 2, 2026
Constrained Black-box Optimization9 Tabular Benchmarks Constraint: Network sizemiscellaneous24Jun 2, 2026
Constrained Black-box Optimization9 Tabular Benchmarks Constraint: Runtime & Network sizemiscellaneous24Jun 2, 2026
Poverty Index RegressionPovertyMap (test)tabular time series24Jun 2, 2026
Fine-grained visual perceptionOCRBench (test)computer vision24Jun 2, 2026
Visual Question AnsweringSuper-CLEVR (test)multimodalcomputer vision+124Jun 2, 2026
Visual Question AnsweringChartQA EvoCharts (test)multimodalcomputer vision+124Jun 2, 2026
Certified RobustnessMNISTcomputer visionadversarial safety security24Jun 29, 2026
Sequential RecommendationLastFMtabular time series24Jun 2, 2026
Sequential RecommendationAll Beautytabular time series24Jun 2, 2026
PersuasionCornell CMV Persuadee: LLaMa3.1 OODnlp24Jun 2, 2026
PersuasionCornell CMV Persuadee: Qwen2.5nlp24Jun 2, 2026
Makespan AccuracyAsyncPlan-XXLrobotics embodied ai24Jun 2, 2026
Emotion RecognitionSEED v1 (cross-subject)speech audiocomputer vision+124Jun 2, 2026
Sequential Conformal PredictionWeather Raintabular time series24Jun 2, 2026
Social omnimodal reasoningSocial Omnimultimodalnlp24Jun 2, 2026