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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 1458 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Global SoS EstimationSimulationscomputer vision3d vision geometry21Apr 7, 2026
Medical Code MappingVA local laboratory codes to LOINC/LPbio medicalnlp21Apr 7, 2026
Frame-level Spoofing DetectionPartialSpoof (test)computer visionspeech audio21Apr 6, 2026
Medical Image SegmentationREFUGE2 Zeissbio medicalcomputer vision21Apr 6, 2026
Medical Image SegmentationREFUGE TOPCON 2bio medicalcomputer vision21Apr 6, 2026
Medical Image SegmentationKOWA REFUGE2bio medicalcomputer vision21Apr 6, 2026
Medical Image SegmentationETIS FedPolypbio medicalcomputer vision21Apr 6, 2026
Medical Image SegmentationCVC-ColonDB FedPolypbio medicalcomputer vision21Apr 6, 2026
Medical Image SegmentationCVC-ClinicDB FedPolypbio medicalcomputer vision21Apr 6, 2026
Instruction FollowingIFBenchllm chat instruction21Apr 6, 2026
Denoising + Deblurring + DeshadowingSRD (test)computer vision21Apr 6, 2026
Denoising + Deblurring + DecloudingRICE2 (test)computer vision21Apr 6, 2026
Denoising + Deblurring + DecloudingRICE1 (test)computer vision21Apr 6, 2026
Multi-label diagnostic classificationMS-CXR-Tcomputer visionbio medical21Apr 20, 2026
Captioning HallucinationOBJHalcomputer visionmultimodal21Apr 6, 2026
VQA HallucinationMMHalmultimodalcomputer vision+121Apr 6, 2026
Semantic SegmentationISBI 2012computer vision21May 8, 2026
Embodied NavigationGOAT-Bench unseen (val)robotics embodied ai21Jun 4, 2026
Action RecognitionNTU-60computer vision21May 22, 2026
Hypersonic Thermal Protection System design and analysisHyTPS-Benchbio medical21Apr 3, 2026
Novelty DetectionLSST Scenario 4 v1 (test)tabular time series21Apr 3, 2026
Time Series ClassificationLSST Scenario 3 v1 (test)tabular time series21Apr 3, 2026
Time Series ClassificationLSST Scenario 2 v1 (test)tabular time series21Apr 3, 2026
Time Series ClassificationLSST Scenario 1 v1 (test)tabular time series21Apr 3, 2026
Membership Inference AttackVL-MIA Text LLaMA Adapter TEXTLEN=64adversarial safety security21Apr 2, 2026