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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 1128 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Time Series ForecastingWeathertabular time series25Feb 27, 2026
LLM UnlearningTOFU 5% (forget set)llm chat instructionadversarial safety security25Feb 26, 2026
Differentially Private Model TrainingDP Noise Correlation Utilitymiscellaneous25Feb 26, 2026
Math ReasoningGSM8Kllm chat instructionnlp25Jul 3, 2026
Question AnsweringOpenBookQA published (test)nlp25Jun 4, 2026
RegressionConcretetabular time series25Feb 26, 2026
MAP InferencePATHmiscellaneous25Feb 26, 2026
MAP InferenceSNOW-datasetmiscellaneous25Feb 26, 2026
MAP InferenceSTAR-datasetmiscellaneous25Feb 26, 2026
Biological Sequence GenerationMPRAbio medical25Feb 26, 2026
Molecular GenerationZINC250Kbio medical25Feb 26, 2026
Molecular GenerationQM9bio medical25Feb 26, 2026
Traveling Salesman ProblemTSP-50miscellaneous25Apr 23, 2026
LLM SafetySafety Evaluation Setadversarial safety securityllm chat instruction25Feb 26, 2026
Collaborative FilteringYelptabular time series25Feb 26, 2026
Structural Complexity Ground Truth Prediction96 datasetsgraph25Feb 26, 2026
Video UnderstandingVideoMME Longcomputer vision25Feb 26, 2026
Autonomous Driving PlanningWOD-E2E (test)robotics embodied ai25May 25, 2026
Spatial Aesthetic Image Quality AssessmentSA-BENCHcomputer visionmultimodal25Feb 26, 2026
Video UnderstandingAverage VideoMME, LongVideoBench, MLVUcomputer vision25Feb 27, 2026
Semantic SegmentationPascal VOC high-quality (test)computer vision25Feb 26, 2026
Depth EstimationETH3D3d vision geometry25Apr 24, 2026
Virtual Try-OnDressCode Dresses (unpaired)image generation editingcomputer vision25Jul 1, 2026
Aggregate Multimodal EvaluationAggregatemultimodal25Feb 26, 2026
Multimodal UnderstandingSEEDmultimodal25Jun 5, 2026