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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 1098 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object-level hallucination evaluationObj-Halcomputer visionmultimodal25Jul 1, 2026
AI-generated video detectionGenVidBench matched 27kvideo generation editingcomputer vision25Jul 1, 2026
Deepfake DetectionDM-OS (Diffusion Model-Open Source) Out-of-domain (test)computer visionadversarial safety security25Jun 30, 2026
Deepfake DetectionDM-CS Diffusion Model-Closed Source Out-of-domain (test)computer visionadversarial safety security25Jun 30, 2026
Anomaly Detectionaloitabular time series25Jun 30, 2026
Anomaly DetectionAveragetabular time series25Jun 30, 2026
Anomaly Detectionaloitabular time series25Jun 30, 2026
Nudity Concept RemovalUnlearnAtkimage generation editingadversarial safety security25Jun 30, 2026
Commonsense ReasoningHellaSwagnlp25Jul 7, 2026
Multi-robot explorationKTH 8 campus floors, 8 seedsrobotics embodied ai25Jun 30, 2026
Multi-robot explorationHouseExpo 16 homes, 20 seedsrobotics embodied ai25Jun 30, 2026
Robot Video DiagnosisRoboGazeBench (test)robotics embodied aicomputer vision25Jun 30, 2026
Feature AttributionSynthetic VAR Datanlp25Jun 29, 2026
Anomaly recognitionDistractor dataset (d)tabular time series25Jun 26, 2026
Anomaly recognitionPlain dataset (p)tabular time series25Jun 26, 2026
Medical ReasoningMedical Reasoning Evaluation Suite m23kbio medicalnlp25Jun 26, 2026
Fault DetectionCCGT (test)tabular time series25Jun 26, 2026
Fault detectionFault detection dataset (test episodes)tabular time series25Jun 26, 2026
EEG ClassificationEEG state classification dataset 4 statesbio medicaltabular time series25Jun 26, 2026
Object DetectionHRPlane v2 (test)computer vision25Jun 25, 2026
Video Face RestorationVFHQ (test)video generation editingcomputer vision25Jul 8, 2026
OCR BenchmarkingOCRBenchcomputer vision25Jun 24, 2026
Fake and manipulated image detectionSynthbustercomputer vision25Jul 8, 2026
MCQ-NegNegBenchnlp25Jun 24, 2026
Negative RetrievalNegBenchretrieval search rag25Jun 24, 2026