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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 115 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Open-ended GenerationCreative Writing Evaluation Promptsllm chat instruction108Feb 26, 2026
Commonsense ReasoningOpenBookQAnlp108May 12, 2026
Truthfulness EvaluationTruthfulQAllm chat instructionnlpTruthfulness Evaluation on TruthfulQA (Accuracy (%)) performance trend108Apr 23, 2026
Domain-Incremental LearningCORe50miscellaneous108Jun 30, 2026
Semantic SegmentationVOC21computer vision108Apr 15, 2026
Infrared Small Target DetectionNUDT-SIRSTcomputer vision108Jun 18, 2026
Video Moment RetrievalCharades STA (test)multimodalcomputer vision+1Video Moment Retrieval on Charades STA (test) performance trend108Jun 9, 2026
Code GenerationHumanEval-ETcode developer ai108May 8, 2026
Multimodal Sentiment AnalysisCH-SIMS (test)multimodalnlpMultimodal Sentiment Analysis on CH-SIMS (test) performance trend108May 20, 2026
Class-Incremental LearningImageNet-100computer visiontabular time series108Jun 5, 2026
Image ClassificationDTDcomputer visionImage Classification on DTD (Metrics Base, New, H) performance trend108May 14, 2026
Stereo MatchingKITTI 20123d vision geometrycomputer vision108Jul 9, 2026
Image ClassificationSTL10computer vision108Jun 15, 2026
Multivariate long-term time series forecastingILI (test)tabular time series108May 28, 2026
Text-to-Video RetrievalActivityNet (test)multimodalretrieval search rag108Feb 26, 2026
ClassificationModelNet40computer visionnlp+3Classification on ModelNet40 performance trend108Mar 27, 2026
Image GenerationCelebA-HQimage generation editingImage Generation on CelebA-HQ performance trend108Jun 16, 2026
Multi-organ segmentationSynapse multi-organ CT (test)bio medicalcomputer vision108Jul 2, 2026
Video CaptioningYoucook2multimodal108Mar 24, 2026
Text DetectionCTW1500computer visionText Detection on CTW1500 performance trend108Jun 29, 2026
Unsupervised Video Object SegmentationDAVIS 2016 (val)computer vision108Feb 26, 2026
Semantic SegmentationCityscapes (val)computer vision108Feb 26, 2026
Text DetectionICDAR 2015 (test)computer vision108Feb 26, 2026
Shortest path optimization5x5 grid shortest path problemmiscellaneous108Feb 26, 2026
ClassificationCIFAR-10computer visionnlp+3108May 4, 2026