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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 1756 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Aspect Sentiment Triplet Extraction16Res D1 (test)nlp19Feb 26, 2026
Aspect Sentiment Triplet Extraction15Res D1 (test)nlp19Feb 26, 2026
Aspect Sentiment Triplet Extraction14Lap D1 (test)nlp19Feb 26, 2026
Aspect Sentiment Triplet Extraction14Res D1 (test)nlp19Feb 26, 2026
OCR and Text-based Visual Question AnsweringOCRBenchcomputer visionnlp19Feb 26, 2026
Noisy label detectionCIFAR-100N natural label noise (train)tabular time series19Jun 1, 2026
Medical Image ClassificationNCTbio medicalcomputer vision19Apr 20, 2026
Node ClassificationOGBN-MAGgraph19May 1, 2026
Traffic Speed PredictionPEMSD7 Ltabular time series19Feb 26, 2026
Traffic Speed PredictionPEMSD7 Mtabular time series19Feb 26, 2026
Traffic Flow PredictionPEMSD7tabular time series19Feb 26, 2026
Open-ended Visual Question AnsweringPMC-VQA (test-initial)multimodalcomputer vision+119Feb 26, 2026
Deepfake DetectionFF++, CDFv1, CDFv2, DFDCP, DFDC 1.0 (test)computer visionadversarial safety security19Feb 26, 2026
Emotion Recognition in ConversationMELD Standard (test)nlpspeech audio19Feb 26, 2026
Waveform GenerationMUSDB18 out-of-distribution vocal samples HQ (test)speech audio19Feb 26, 2026
Visual Question AnsweringUDK-VQA 1.0 (test)multimodalcomputer vision+119Feb 26, 2026
3D Hand Pose EstimationH2O3d vision geometry19Jun 18, 2026
Multimodal UnderstandingMM-Bench cn (test)multimodal19Feb 26, 2026
Multimodal Evaluation CollectionOpenCompassmultimodal19Feb 26, 2026
Visual Question AnsweringPathVQAmultimodalcomputer vision+119Feb 26, 2026
Speech EnhancementATC Corpusspeech audio19Feb 26, 2026
Color ConstancyDepthAWBcomputer vision19Feb 26, 2026
Color ConstancyETH3D RAWcomputer vision19Feb 26, 2026
Color ConstancyNYU-v2 & Diodecomputer vision19Feb 26, 2026
Human Keypoint EstimationHuman-Art (val)computer vision19Mar 16, 2026