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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 2201 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
OoD DetectionWORM-Procomputer visiontabular time series16Apr 1, 2026
OoD DetectionWORM-Nemcomputer visiontabular time series16Apr 1, 2026
OoD DetectionWEED-Handcomputer visiontabular time series16Apr 1, 2026
OoD DetectionLIZ-SGcomputer visiontabular time series16Apr 1, 2026
OoD DetectionLIZ-IGcomputer visiontabular time series16Apr 1, 2026
Failure DetectionAveragebio medicalcomputer vision16Apr 1, 2026
Failure DetectionLIDC-Tex (test)bio medicalcomputer vision16Apr 1, 2026
Failure DetectionLIDC-Mal (test)bio medicalcomputer vision16Apr 1, 2026
Failure DetectionARC-Nuc (test)bio medicalcomputer vision16Apr 1, 2026
Failure DetectionARC-BC (test)bio medicalcomputer vision16Apr 1, 2026
Facial Expression RecognitionRAF-DB Bcomputer vision16Apr 1, 2026
Global LocalizationOS_NTU Panoramicrobotics embodied ai3d vision geometry16Apr 1, 2026
Global LocalizationMid_NTU FoV-limitedrobotics embodied ai3d vision geometry16Apr 1, 2026
GUI Agent Robustness EvaluationPop-up Perturbation Avg. 1.0agents tool usellm chat instruction16Apr 1, 2026
Multi-agent CoordinationSMAC 1o10b_vs_1rrobotics embodied ai16Apr 1, 2026
Multi-agent CoordinationTJ slowrobotics embodied ai16Apr 1, 2026
Multi-agent CoordinationLBF 3p-1frobotics embodied ai16Apr 1, 2026
Video Question AnsweringLVBench (val)multimodalcomputer vision16Apr 1, 2026
Mesh ReconstructionReplica office 03d vision geometry16Jun 2, 2026
Mesh ReconstructionReplica room 13d vision geometry16Jun 2, 2026
SDF ReconstructionReplica office 23d vision geometry16Apr 27, 2026
Natural Language Video GroundingTACoS (val)computer visionnlp+116Apr 1, 2026
Crystal structure generationMP20bio medical16Apr 1, 2026
Image EditingArena Analysis March 26, 2026 (test)image generation editing16Mar 31, 2026
Image EditingGEditBench v2 (test)image generation editing16Mar 31, 2026