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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 475 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic Change PredictionDatSemShiftnlp44Feb 26, 2026
Camouflaged Object DetectionCHAMELEON 76 (test)computer vision44May 26, 2026
Class-wise forgettingImagenette (val)image generation editingadversarial safety security44Feb 26, 2026
OOD DetectionImageNet 1kcomputer visiontabular time series44Mar 27, 2026
Visual ReasoningJigsawmultimodalcomputer vision44Jun 24, 2026
Visual Object TrackingVOT 2022computer vision44Jun 24, 2026
Dataset DistillationImageNet-21K-Pmiscellaneous44Apr 21, 2026
Monocular 3D Object DetectionKITTI (test)3d vision geometrycomputer vision44Apr 3, 2026
Classificationproteincomputer visionnlp+344Feb 26, 2026
Tabular Data Synthesisfouriertabular time series44Feb 26, 2026
Tabular Data Synthesisproteintabular time series44Feb 26, 2026
Text Membership Inference AttackLLaVA VLLM Tuningadversarial safety securitynlp44Feb 26, 2026
Jailbreak DefenseBehaviours (test)adversarial safety security44Feb 26, 2026
Low-light image enhancementLOL v1.0 (test)computer vision44May 26, 2026
Logical ReasoningProofWriternlp44Mar 24, 2026
Text-to-Image GenerationPickScoreimage generation editing44Jun 30, 2026
Survival PredictionMulti-modal Survival Dataset (test)bio medicaltabular time series44Feb 26, 2026
Language UnderstandingMMLU-Pronlp44Jul 7, 2026
Graduate-Level ReasoningGPQAllm chat instruction44Apr 29, 2026
Event Relation ExtractionMAVEN-ERE 1.0 (test)nlp44Feb 26, 2026
Semantic Antonym PredictionAntonymnlp44Feb 27, 2026
Remote Sensing Change DetectionCLCDcomputer vision44Apr 14, 2026
Language ModelingSNLG and SNLU evaluation suites (test)nlp44Feb 26, 2026
Spatio-temporal ForecastingWikipedia Mathtabular time series44May 27, 2026
Spatio-temporal ForecastingPedalMe Londontabular time series44May 27, 2026