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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 581 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multivariate long-term forecastingETTm1 T=96 (test)tabular time series39Feb 26, 2026
Novel View SynthesisNeRF-DS3d vision geometry39Mar 27, 2026
World KnowledgeMMLUllm chat instruction39May 26, 2026
PansharpeningWorldView-3 (WV3) reduced-resolution Wald's protocol (test)computer vision39Feb 26, 2026
Hallucination assessmentObject-HalBenchllm chat instructionnlp39Feb 26, 2026
Image SegmentationCOCOcomputer vision39May 26, 2026
Super-ResolutionBSD100 x3 (test)computer vision39May 26, 2026
Visual Hallucination EvaluationPOPE MS-COCO Adversarial sampling (val)computer visionmultimodal39Feb 26, 2026
Traffic flow predictionPeMS04 (test)tabular time series39Jun 23, 2026
Long-tailed Image RecognitionCIFAR-10 long-tailed (test)computer vision39May 14, 2026
Univariate Time Series ForecastingETTh1 (test)tabular time series39Feb 26, 2026
Image RecognitioniWildCamcomputer vision39Apr 6, 2026
Location and orientation estimationVIGOR (Cross-Area)3d vision geometrycomputer vision39Jun 11, 2026
Collaborative FilteringAmazon-Bookstabular time series39Feb 26, 2026
Video-to-Text RetrievalMSR-VTT 1K (test)multimodal39Feb 27, 2026
Change DetectionSYSUcomputer vision39May 18, 2026
RegressionSynthetic (weakly-periodic) Out-of-input-distribution (OOID)tabular time series39Feb 26, 2026
Visual Active SearchxView single-query setting with SC (Small Car) as Target (test)computer vision39Feb 26, 2026
Visual Active SearchxView single-query setting Building as Target (test)computer vision39Feb 26, 2026
Visual Active SearchxView single-query setting SB (Sail Boat) as Target (test)computer vision39Feb 26, 2026
Prediction Interval EstimationSap flowtabular time series39Feb 26, 2026
Prediction Interval EstimationAir 25 PMtabular time series39Feb 26, 2026
Prediction Interval EstimationAir 10 PMtabular time series39Feb 26, 2026
ChatAlpacaEvalllm chat instruction39Mar 4, 2026
Click-through rate predictionKDD12tabular time series39May 26, 2026