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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 1349 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
General Image UnderstandingLLaVA-Bench In-the-Wildcomputer visionmultimodal22Jun 2, 2026
Agentic Task CompletionAppWorld (test-normal)agents tool use22Jun 2, 2026
Crystal Property PredictionMaterials Project (MP)bio medicaltabular time series22Jun 23, 2026
AI-text detector attack effectivenessRAID (evaluation)adversarial safety security22Jun 2, 2026
Hallucination DetectionWebQSPllm chat instructionnlp22Jun 2, 2026
Question AnsweringGridWorld (full)nlp22Jun 2, 2026
Interpretability and Faithfulness EvaluationDINOv2 ViT-B/14 tokenscomputer vision22Jun 1, 2026
Long-context language understandingLongBenchllm chat instructionnlp22Jun 1, 2026
Image-Video RetrievalActivityNetmultimodalcomputer vision+122Jun 1, 2026
Image RestorationGGT-100K (test)computer vision22Jun 1, 2026
Image RestorationRealLQ social media, old photo, rain, haze, snow, and low light average (test)computer vision22Jun 1, 2026
Text-to-Image RetrievalECCV Captionmultimodalretrieval search rag22Jun 1, 2026
Visual-document retrievalIRPAPERSretrieval search ragcomputer vision+122Jun 1, 2026
Visual-document retrievalVisDoc OODretrieval search ragcomputer vision+122Jun 1, 2026
Safety EvaluationStrongRejectadversarial safety security22Jun 1, 2026
Multi-Hop Search-augmented Question AnsweringBamboogleretrieval search ragnlp22Jun 11, 2026
Multi-Hop Search-augmented Question AnsweringMuSiQueretrieval search ragnlp22Jun 11, 2026
Multi-Hop Search-augmented Question Answering2Wikiretrieval search ragnlp22Jun 11, 2026
Multi-Hop Search-augmented Question AnsweringHotpotQAretrieval search ragnlp22Jun 11, 2026
Agentic Embodied Interactive TasksALF Seenrobotics embodied aiagents tool use22Jun 1, 2026
Memory Question AnsweringLongMemEvalllm chat instructionnlp22Jun 1, 2026
Memory Question AnsweringLoCoMollm chat instructionnlp22Jun 1, 2026
Automated PlanningIPC Planning Domains Various yearsmiscellaneous22Jun 1, 2026
Image GenerationCIFAR-10 50K 32x32 (test)image generation editing22May 29, 2026
Long-context reasoningLongGenBench 8Kllm chat instruction22May 29, 2026