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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 1255 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image captioningSydney Captionsmultimodalcomputer vision+124Feb 27, 2026
In-bed human mesh recoverySLP (test)computer vision3d vision geometry24Feb 26, 2026
Class-Incremental LearningTiny-ImageNet (test)computer visiontabular time series24May 20, 2026
Multiple Choice Question AnsweringRiddlenlp24Feb 26, 2026
Deepfake DetectionFF++ Intra-dataset c23computer visionadversarial safety security24Feb 26, 2026
Lightweight Image Super-ResolutionManga109computer vision24Feb 26, 2026
6D Object Pose EstimationToyota-Light (TOYL) (test)computer vision3d vision geometry24Mar 25, 2026
Vision UnderstandingVizWiz (test)computer visionmultimodal24Mar 4, 2026
Image ClassificationLADV-3D (OOD)computer vision24Feb 26, 2026
Image ClassificationLADV-3D (ID)computer vision24Feb 26, 2026
Image ClassificationLADA-Sculpture (OOD)computer vision24Feb 26, 2026
Image ClassificationLADA-Sculpture (ID)computer vision24Feb 26, 2026
Image ClassificationAwA2 clipart (OOD)computer vision24Feb 26, 2026
Image ClassificationAwA2 clipart (ID)computer vision24Feb 26, 2026
Image ClassificationCUB-Painting (OOD)computer vision24Feb 26, 2026
Image ClassificationCUB Painting (ID)computer vision24Feb 26, 2026
LiDAR LocalizationOxford (Average)3d vision geometryrobotics embodied ai24Jun 29, 2026
LiDAR LocalizationOxford (18-14-14-42)3d vision geometryrobotics embodied ai24Jun 29, 2026
Conditional Image GenerationImageNet 256x256 (train/val)image generation editing24Feb 26, 2026
Video DialogueAVSD DSTC8 (test)multimodalnlp24Feb 26, 2026
Hand-pose estimationFreiHANDcomputer vision24Jun 25, 2026
Human-Object Interaction GenerationOMOMO (test)computer visionmultimodal24Apr 7, 2026
Continual LearningS-Tiny-ImageNet (last)miscellaneous24Feb 26, 2026
Continual LearningS-CIFAR-10 (last)miscellaneous24Feb 26, 2026
Depth CompletionIndoor sequence NYUv2 → ScanNet → VOID3d vision geometrycomputer vision24Feb 27, 2026