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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 415 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Personalized Question AnsweringPFQABench 1.0 (test)nlpllm chat instruction48Feb 26, 2026
Membership Inference AttackMIMIR Averageadversarial safety security48Apr 1, 2026
Mathematical ReasoningMATH OODllm chat instructionnlp48Jun 4, 2026
Scientific ReasoningGPQA Diamondnlp48Apr 3, 2026
Multi-hop Question AnsweringHotpotQAnlpretrieval search rag48Feb 26, 2026
Mathematical ReasoningMATHllm chat instructionnlp48Feb 26, 2026
Mathematical ReasoningGSM8K (test)llm chat instructionnlp48Feb 26, 2026
Hallucination DetectionAverage Cross-domainllm chat instructionnlp48Feb 26, 2026
Hallucination DetectionBelebelellm chat instructionnlp48Feb 26, 2026
GUI navigationAndroidWorld latest (test)agents tool userobotics embodied ai48Jul 1, 2026
Mathematical ReasoningAIME25llm chat instructionnlp48May 13, 2026
Question AnsweringTriviaQAnlp48Feb 26, 2026
Reasoning length evaluation20 attack promptsllm chat instruction48Feb 26, 2026
Output Length PredictionForeLen LongSeqllm chat instructionnlp48Feb 26, 2026
Prompt-based Value AlignmentSchwartz Value Prompts (test)llm chat instructionadversarial safety security48Feb 26, 2026
Error DetectionEuroSATnlp48Apr 28, 2026
Question AnsweringAVG.nlp48May 19, 2026
Moving Object SegmentationDAVIS Moving 2016computer vision48Jun 30, 2026
Click-Through Rate PredictionKKBoxtabular time series48Feb 26, 2026
3D Question AnsweringScanQA3d vision geometrynlp48Jul 7, 2026
LiDAR LocalizationNCLT Average3d vision geometryrobotics embodied ai48Jun 29, 2026
Video Part SegmentationVIPcomputer vision48Jun 23, 2026
Scene Graph AnticipationAction Genome AGS F=0.7computer vision48Feb 26, 2026
Object DetectionPASCAL-VOC 07+12computer vision48Feb 26, 2026
Talking Head GenerationHDTFvideo generation editingcomputer visionTalking Head Generation on HDTF performance trend48May 19, 2026