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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 2000 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visio-Linguistic Compositional PerceptionLongCapVLCP 1.0 (test)multimodalcomputer vision+117May 22, 2026
Object Hallucination Detectionnocaps FOIL (Out-Domain)computer visionmultimodal17May 22, 2026
Object Hallucination Detectionnocaps-FOIL (Near-Domain)computer visionmultimodal17May 22, 2026
Object Hallucination Detectionnocaps FOIL In-Domaincomputer visionmultimodal17May 22, 2026
Object Hallucination Detectionnocaps-FOIL (Overall)computer visionmultimodal17May 22, 2026
Entity Classification (user-engagement)rel-stacknlp17May 25, 2026
Layout-Grounded Image GenerationOverLayBench Compleximage generation editingcomputer vision17Jul 1, 2026
degraded frame detectionLibriAugmented clean-partial-mixup (test)speech audio17May 21, 2026
Degraded Frame DetectionNISQA SIM partial-mixup (test)speech audio17May 21, 2026
Survival PredictionTCGA Overall (test)bio medicaltabular time series17May 21, 2026
Survival PredictionTCGA-BLCA (test)bio medicaltabular time series17May 21, 2026
Sepsis ForecastingPhysioNet 2019bio medicaltabular time series17May 21, 2026
Clinical Outcome PredictionPhysioNet 2012bio medicaltabular time series17May 21, 2026
Link PredictionRoutergraph17May 21, 2026
High-dimensional Bayesian OptimizationSVM D=388miscellaneous17May 21, 2026
High-dimensional Bayesian OptimizationRover D=100miscellaneous17May 21, 2026
Mathematical ReasoningMATHllm chat instructionnlp17Jul 7, 2026
Abstract ReasoningARC-AGI v1 (test)computer visionnlp17Jun 4, 2026
Image RetrievalImageNet1K Extending classes setting 1.0retrieval search ragcomputer vision17May 20, 2026
Logical ReasoningBigBench Hard Boolean Expressionsnlp17May 27, 2026
Task-incremental learningTiny-ImageNettabular time series17May 20, 2026
Class-Incremental LearningTiny-ImageNet Splitcomputer visiontabular time series17May 20, 2026
Visual Question AnsweringCrossViewBench 1.0 (test)multimodalcomputer vision+117May 19, 2026
Person Re-IdentificationAG-ReID A→C v2computer vision17May 19, 2026
Image GenerationImageNet 64x64 (train test)image generation editing17May 19, 2026