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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 2073 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Backdoor DefenseCIFAR-10 SSBA v1 (test)adversarial safety security17Feb 26, 2026
Backdoor DefenseCIFAR-10adversarial safety security17Feb 26, 2026
Vision-and-Language NavigationRxR-CE seen (val)robotics embodied aimultimodal17Jul 3, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp17Feb 26, 2026
Aspect-Sentiment Triplet Extraction15res (test)nlp17Feb 26, 2026
Aspect-Sentiment Triplet Extraction14res (test)nlp17Feb 26, 2026
Few-shot Object DetectionCOCO FSOD 10-shot Standardcomputer vision17Feb 26, 2026
RegressionProteintabular time series17Jul 9, 2026
Image EnhancementSICE Overexposure v2computer vision17Feb 26, 2026
Saliency PredictionU-EYE Web pagecomputer vision17Jun 4, 2026
Human global trajectory and motion reconstructionEMDB 2computer vision3d vision geometry17Mar 19, 2026
Question AnsweringQAMPARI (test)nlp17Feb 26, 2026
Semantic SegmentationScanNetcomputer vision17Apr 14, 2026
Binary Nuclei DetectionPanNukecomputer visionbio medical17Jun 30, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp17Feb 26, 2026
Machine TranslationOPUS-7 (test)nlp17Feb 26, 2026
Multivariate Time Series ForecastingWeather standard (test)tabular time series17May 11, 2026
Infographic Question AnsweringInfoVQA (val)computer visionnlp17Feb 27, 2026
Deepfake DetectionCIFAKE (test)computer visionadversarial safety security17Feb 26, 2026
Action RecognitionLT-NTU IF = 100 120 (cross-subject)computer vision17Feb 26, 2026
Action RecognitionLT-NTU IF = 100 60 (cross-subject)computer vision17Feb 26, 2026
Image RestorationCDD-11 1.0 (test)computer vision17Feb 26, 2026
Distractor GenerationMCQ (test)nlp17Feb 26, 2026
3D Medical Image SegmentationPancreas 1.0 (10% labeled data)3d vision geometrybio medical17Feb 26, 2026
Visual Question AnsweringGQA 22multimodalcomputer vision+117Feb 26, 2026