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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 1714 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
OOD DetectionCaltech101computer visiontabular time series19Apr 14, 2026
Object ErasureImageNet-10 Target Concepts SD 1.4computer vision19Apr 14, 2026
Human ReconstructionNeuMan (test)3d vision geometry19May 25, 2026
Medical Image SegmentationGlaS 2017 (test)bio medicalcomputer vision19Apr 13, 2026
Stereo MatchingETH3D (All)3d vision geometrycomputer vision19Jul 1, 2026
Face Anti-SpoofingCSW (CASIA-Surf-CeFA, CASIA-Surf, WMCA)computer vision19Jun 2, 2026
Consultation Capability EvaluationRAPID-IPNbio medicalllm chat instruction19Apr 13, 2026
Consultation Capability EvaluationClinicalBenchbio medicalllm chat instruction19Apr 13, 2026
Documentation quality evaluationRAPID-IPN 1.0 (test)nlp19Apr 13, 2026
Documentation quality evaluationClinicalBench 1.0 (test)nlp19Apr 13, 2026
Out-of-Distribution DetectionImageNet-Scomputer visiontabular time series19Apr 13, 2026
Mathematical reasoningAMC 2024llm chat instructionnlp19Apr 14, 2026
Sarcasm DetectionSinaSarc (test)nlp19Apr 10, 2026
End-to-End Autonomous DrivingBench2Drive standard base set (1K clips)robotics embodied aicomputer vision19Apr 10, 2026
Video reasoningMLVU (test)computer vision19May 8, 2026
Long-form Video-Language UnderstandingLongVideomultimodalcomputer vision19Apr 10, 2026
Tabular ClassificationHELOC (test)tabular time series19Apr 10, 2026
Composite score rankingButternut Squash function variants discrete domains medium tolerancemiscellaneous19Apr 10, 2026
Black-box optimizationButternut Squash (BS) function variants strict tolerancemiscellaneous19Apr 10, 2026
Black-box optimization rankingBS function 20 variants loose tolerancemiscellaneous19Apr 10, 2026
ForecastingSDWPFtabular time series19Apr 20, 2026
Human Activity RecognitionHAR Real-world Setting (test)computer vision19May 26, 2026
Image-Text RetrievalCC152K (test)multimodalretrieval search rag19Jun 4, 2026
Image ClassificationCIFAR-10Ncomputer vision19Apr 9, 2026
Visual LocalizationInLoc (DUC2)computer vision3d vision geometry19Jul 7, 2026