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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 195 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual-only Speech RecognitionLRS2 (test)speech audiocomputer visionVisual-only Speech Recognition on LRS2 (test) performance trend77Jun 2, 2026
Text SummarizationCNN/Daily Mail (test)nlpText Summarization on CNN/Daily Mail (test) performance trend77May 13, 2026
Disparity EstimationKITTI 2015 (test)3d vision geometrycomputer vision77Feb 26, 2026
Sequential Image ClassificationpMNIST (test)computer visionSequential Image Classification on pMNIST (test) performance trend77Feb 26, 2026
Machine ComprehensionCNN (test)nlp77Feb 26, 2026
Image ClassificationOffice-10 + Caltech-10computer vision77Feb 26, 2026
Sentiment ClassificationIMDBnlp77Jun 26, 2026
Graph ClassificationNCI109 (test)graph77Jul 7, 2026
Text-to-image generationDPG-Benchimage generation editingText-to-image generation on DPG-Bench performance trend77May 8, 2026
Brain Tumor SegmentationBraTS 2024bio medicalcomputer vision77Feb 26, 2026
Image Quality AssessmentSPAQ (test)computer vision77Feb 26, 2026
Medical Image SegmentationSynapsebio medicalcomputer vision77May 15, 2026
Automatic Speech RecognitionLibriReplay-DOA (test)speech audio76Jun 30, 2026
Jailbreak AttackJailbreakBenchadversarial safety security76Jul 2, 2026
Context-Aware Question AnsweringTriState-Bench Sagrretrieval search ragnlp76Jun 11, 2026
Context-Aware Question AnsweringTriState-Bench Sresretrieval search ragnlp76Jun 11, 2026
Context-Aware Question AnsweringTriState-Bench Scorretrieval search ragnlp76Jun 11, 2026
Error predictionNCQA (test)computer vision76Jun 2, 2026
ClassificationLand Covercomputer visionnlp+376Jun 2, 2026
Long-term multivariate forecastingTraffic (test)tabular time series76Jun 26, 2026
Visual Question AnsweringTextVQAmultimodalcomputer vision+176Jul 3, 2026
Long-context retrieval and aggregationRULER 32kretrieval search ragllm chat instruction76May 27, 2026
Long-context retrieval and aggregationRULER 16kretrieval search ragllm chat instruction76May 27, 2026
Long-context retrieval and aggregationRULER 8kretrieval search ragllm chat instruction76May 27, 2026
Long-context retrieval and aggregationRULER 4kretrieval search ragllm chat instruction76May 27, 2026