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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 494 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-task Language UnderstandingMMLU-PROnlpllm chat instruction42Jul 3, 2026
Scientific ReasoningGPQAnlp42Jul 3, 2026
ReasoningBBHllm chat instructionnlp42Jul 3, 2026
Leakage DetectionAPPSadversarial safety security42Jun 30, 2026
Image ClassificationCIFAR-10 (test)computer vision42Jun 30, 2026
Image ClassificationCIFAR-100 (test)computer vision42Jun 30, 2026
Machine TranslationConversational (test)nlp42Jun 30, 2026
Provenance TracingMS-COCOadversarial safety security42Jun 30, 2026
Provenance TracingLAIONadversarial safety security42Jun 30, 2026
Provenance TracingImageNetadversarial safety security42Jun 30, 2026
Segmentation localizationContrast agent CT datasetcomputer vision42Jun 30, 2026
Fidelity evaluationContrast agent applicationllm chat instruction42Jun 30, 2026
Image ClassificationDomainNet fine-grainedcomputer vision42Jun 30, 2026
Image ClassificationTiny-ImageNet fine-grainedcomputer vision42Jun 30, 2026
Image ClassificationCIFAR-10 fine-grainedcomputer vision42Jun 30, 2026
Image ClassificationDomainNet fine-grained (test)computer vision42Jun 30, 2026
Image ClassificationTiny-ImageNet fine-grained (test)computer vision42Jun 30, 2026
Image ClassificationCIFAR-100 fine-grained (test)computer vision42Jun 30, 2026
Image ClassificationCIFAR-10 fine-grained (test)computer vision42Jun 30, 2026
Untargeted Reconstruction AttackChatDoctor 250 adversarial promptsadversarial safety security42Jun 24, 2026
Text generationDFM 1024 samples masked backbonenlp42Jun 24, 2026
Image GenerationWISE legacy (test)image generation editing42Jun 23, 2026
Training Efficiency ProfilingQwen3 family S=1024 (train profiling)miscellaneous42Jun 23, 2026
Question AnsweringCMB Examnlp42Jun 23, 2026
Question AnsweringMedQAnlp42Jun 23, 2026