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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 2043 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Landmark Detection300W (Challenge)computer vision17Feb 26, 2026
Landmark Detection300W (Full)computer vision17Feb 26, 2026
Named Entity RecognitionS800nlp17Feb 26, 2026
Domain AdaptationMNIST to USPS (test)computer visionnlp+117May 14, 2026
Image ReconstructionFashionMNIST (test)computer vision17May 12, 2026
Image ReconstructionEMNIST (test)computer vision17May 12, 2026
Moment LocalizationRexTime 1.0 (test)computer visionnlp17Feb 26, 2026
Image Copy Detection (Matcher)DISC 2021 (test)computer vision17Feb 26, 2026
Multimodal UnderstandingMultimodal Evaluation Suite MMB, MME, SQA, VQA^T, MMB^C, MMVet, MMstar, AI2Dmultimodal17Feb 26, 2026
Graph ClassificationBaMultiShapes (test)graph17May 15, 2026
Information RetrievalTREC DL 19 20 (test)retrieval search rag17Apr 24, 2026
Mathematical ReasoningMinerva-Mathllm chat instructionnlp17Apr 8, 2026
Image ClassificationCIFAR10-ST (test)computer vision17Feb 26, 2026
ReasoningMuSR (test)llm chat instructionnlp17May 19, 2026
Fact VerificationFactKGnlp17Feb 26, 2026
ReasoningSuperGPQAllm chat instructionnlp17Mar 12, 2026
Image StitchingUDIS-D (test)computer vision17Mar 12, 2026
ToolhangRobomimicrobotics embodied ai17May 12, 2026
Nile TranslationNile Translationnlp17Feb 26, 2026
Paraphrase ClassificationParaphrase Classificationnlp17Feb 26, 2026
Virtual ScreeningLIT-PCBA (test)bio medical17Apr 28, 2026
Medical Plan GenerationIn-house Clinical EHR Datasetbio medicalllm chat instruction17Feb 26, 2026
GPU Kernel OptimizationKernelBench Level 2miscellaneous17Jun 26, 2026
Remote Sensing Visual Question AnsweringXLRS-Benchmultimodalcomputer vision17Feb 26, 2026
ClassificationSVMGuide3 LibSVM (5-fold cross-val)computer visionnlp+317Feb 26, 2026