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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 442 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Click-Through Rate PredictionML 1Mtabular time series46Feb 26, 2026
Gesture RecognitionDVS128 Gesturecomputer vision46May 15, 2026
Dialogue State TrackingMultiWOZ 2.1nlp46May 20, 2026
Generalized Compositional Zero-shot LearningC-GQA (test)computer visionnlp46Feb 26, 2026
3D Human Pose and Shape EstimationMPI-INF-3DHP (test)3d vision geometrycomputer vision46Feb 26, 2026
Semi-supervised Domain AdaptationDomainNet 1-shotcomputer visionnlp+146Feb 26, 2026
Salient Object DetectionNJU2Kcomputer vision46May 26, 2026
Semantic SegmentationSemanticKITTI single-scancomputer vision46Feb 26, 2026
Logical ReasoningReClor (dev)nlp46Feb 26, 2026
3D Object Detection (Vehicle)Waymo Open Dataset LEVEL_1 (val)3d vision geometry46Mar 31, 2026
Sentiment ClassificationYelp (test)nlp46Feb 26, 2026
Face Forgery DetectionCeleb-DFcomputer vision46Feb 26, 2026
Object DetectionCityscapes adaptation from KITTI (val)computer vision46Feb 26, 2026
Video Super-ResolutionVid4video generation editingcomputer vision46Jun 12, 2026
Pedestrian Trajectory PredictionZARA2 UCY scene ETH (test)computer visionrobotics embodied ai46Feb 26, 2026
Video predictionKinetics-600 (test)video generation editingVideo prediction on Kinetics-600 (test) performance trend46Feb 26, 2026
Few-shot Image ClassificationCIFAR-FS (test)computer vision46Feb 26, 2026
Semantic Scene CompletionNYU (test)3d vision geometrycomputer vision46Feb 26, 2026
Image DenoisingDND sRGB (test)computer vision46Feb 26, 2026
Node ClassificationCiteseer (standard)graph46Feb 26, 2026
Node ClassificationCora (standard)graph46Feb 26, 2026
Camera Localization7 Scenes3d vision geometry46Feb 26, 2026
3D Pose EstimationTotal Capture (test)3d vision geometrycomputer vision3D Pose Estimation on Total Capture (test) performance trend46May 11, 2026
CTR PredictionKDD 12tabular time series46May 26, 2026
Facial Landmark Localization300-W (Full set)computer vision46Feb 26, 2026