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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 214 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Hierarchical UnlearningMedForget 1.0 (Forget)nlpadversarial safety security72Feb 26, 2026
Reasoning-informed Image EditingRISE-Benchimage generation editingcomputer vision+1Reasoning-informed Image Editing on RISE-Bench performance trend72Jul 3, 2026
Video Question AnsweringMVBenchmultimodalcomputer visionVideo Question Answering on MVBench (Accuracy) performance trend72Jun 30, 2026
PII leakage evaluationSPIRITadversarial safety security72Feb 26, 2026
Persona ManipulationANTHR (test)llm chat instructionadversarial safety security72Feb 26, 2026
Persona ManipulationMPI (test)llm chat instructionadversarial safety security72Feb 26, 2026
Persona ManipulationBFI (test)llm chat instructionadversarial safety security72Feb 26, 2026
Binary Code Similarity DetectionBinaryCorp-VirtualAssembly (test)code developer ai72Feb 26, 2026
Mathematical ReasoningOlympiadBenchllm chat instructionnlp72Mar 25, 2026
Token ClassificationAmazon ESCI Product Description English (test)nlp72Feb 26, 2026
Token ClassificationAmazon ESCI Product Title English (test)nlp72Feb 26, 2026
Reward ModelingRM-Bench (test)llm chat instruction72Jun 8, 2026
Reward ModelingPPE-Preferencellm chat instruction72Jun 1, 2026
Visual ReasoningV*multimodalcomputer visionVisual Reasoning on V* performance trend72Jun 30, 2026
Hallucination DetectionMathllm chat instructionnlp72Feb 26, 2026
Audio-visual understandingWorldSensemultimodalspeech audio+172May 19, 2026
Instruction FollowingIFBenchllm chat instruction72Mar 20, 2026
Base-to-Novel GeneralizationEuroSATcomputer vision72Jul 2, 2026
Lifelong Knowledge EditingE-VQA Lifelong Sequentialllm chat instructionnlp72Feb 26, 2026
Referring SegmentationrefCOCOg (val)computer visionmultimodalReferring Segmentation on refCOCOg (val) performance trend72May 22, 2026
Node ClassificationCS-Random (test)graph72Mar 18, 2026
Few-shot ClassificationModelNet40computer visionnlp+172Jul 1, 2026
Open Vocabulary Semantic SegmentationADE20K without backgroundcomputer vision72Mar 25, 2026
Multimodal Sentiment AnalysisMOSImultimodalnlp72Mar 20, 2026
Referring SegmentationrefCOCO+ (testA)computer visionmultimodalReferring Segmentation on refCOCO+ (testA) using cIoU performance trend72Jul 8, 2026