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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 1757 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Medical Image SegmentationVesselbio medicalcomputer vision19Feb 26, 2026
Medical Image SegmentationOptical Discbio medicalcomputer vision19Feb 26, 2026
Medical Image SegmentationXraybio medicalcomputer vision19Feb 26, 2026
Text-to-Image RetrievalPhotoChat (test)multimodalretrieval search rag19Feb 26, 2026
Polyp SegmentationPolyp Segmentation (test)computer visionbio medical19Feb 26, 2026
Membership Inference AttackCIFAR10adversarial safety security19Feb 26, 2026
Question AnsweringTriviaQA DPRnlp19Feb 26, 2026
Question AnsweringNQ DPR 3610 questionsnlp19Feb 26, 2026
Code GenerationMultiPL-Ecode developer ai19Feb 26, 2026
JailbreakingHarmBench 51 (test)adversarial safety securityllm chat instruction19Feb 26, 2026
Anomaly DetectionZhangLab dataset (test)tabular time series19Mar 10, 2026
Question AnsweringTriviaQA adversarial Contriever retrieved top 10nlp19Feb 26, 2026
Univariate Time Series ForecastingUs_birthstabular time series19Mar 4, 2026
3D Object RecognitionScanObjectNN PB_T50_RS fine-tuned3d vision geometry19Feb 26, 2026
3D Object DetectionKITTI vehicle R40 (test)3d vision geometrycomputer vision19Feb 26, 2026
Multimodal BenchmarkingMM-Bench 37multimodal19Feb 26, 2026
Image GenerationImageNet 128x128 (val)image generation editing19Jun 11, 2026
Referring Video Object SegmentationRef-YouTube-VOS 1.0 (val)computer visionmultimodal19Feb 26, 2026
Instruction FollowingBPO Eval (test)llm chat instruction19Feb 26, 2026
Instruction FollowingDolly Evalllm chat instruction19Feb 26, 2026
Instruction FollowingSelf-instruct Evalllm chat instruction19Feb 26, 2026
Instruction FollowingVicuna Evalllm chat instruction19Feb 26, 2026
Multimodal ReasoningLLaVA-Bench Wildmultimodalnlp19Feb 26, 2026
Procedure PlanningNIV T=4 (test)robotics embodied ai19Mar 11, 2026
Face Image Quality AssessmentPIQ23 (test)computer vision19Feb 26, 2026