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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 244 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image-to-Text retrievalDOCCImultimodalretrieval search ragImage-to-Text Retrieval on DOCCI performance trend66Jul 2, 2026
Text-to-Image retrievalDOCCImultimodalretrieval search rag66Jul 2, 2026
Class Incremental LearningCIFAR100 10 Taskscomputer visiontabular time series66May 18, 2026
Mathematical ReasoningGaoKao En 2023llm chat instructionnlp66May 26, 2026
Semantic SegmentationUDD5computer vision66Apr 20, 2026
OOD DetectionCIFAR-100computer visiontabular time series66Apr 14, 2026
Machine UnlearningCIFAR-100 (test)adversarial safety security66Jun 25, 2026
Human Activity RecognitionPAMAP2computer vision66Jul 7, 2026
Multi-organ segmentationSynapse multi-organ segmentation (test)bio medicalcomputer vision66Jul 2, 2026
Long-context understandingRULERllm chat instructionnlp66Apr 23, 2026
ClassificationCheXpert (test)computer visionnlp+366May 20, 2026
Multi-change captioningLEVIR-CC (test)computer visionnlp66Jul 7, 2026
Multimodal Optical Character RecognitionOCRBenchmultimodalcomputer vision66Mar 6, 2026
Rotated Object DetectionDOTA 1.0 (test)computer vision66Mar 16, 2026
Watermark DetectionImageNet 2014 (val)adversarial safety security66Feb 26, 2026
Referring SegmentationrefCOCO (testB)computer visionmultimodalReferring Segmentation on refCOCO (testB) performance trend66Jul 8, 2026
Image ClassificationCUB200 (val)computer vision66Feb 26, 2026
Anomaly SegmentationBTADcomputer visionbio medical66Jun 30, 2026
ClassificationHEcomputer visionnlp+366Apr 20, 2026
transductive dynamic link predictionCan. Parl.graph66May 29, 2026
Point Cloud ClassificationScanObjectNN OBJ_BG3d vision geometry66Mar 27, 2026
Automatic Speech RecognitionLibriSpeech 960h (dev-other)speech audio66Jun 11, 2026
Continual LearningMiniImageNet Split 84x84 (test)miscellaneous66Feb 26, 2026
Continual LearningCIFAR100 Split 32x32 (test)miscellaneous66Feb 26, 2026
Continual LearningSplit CIFAR10 32x32 (test)miscellaneous66Feb 26, 2026