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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 174 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Action RecognitionKineticscomputer vision83Mar 30, 2026
Video Panoptic SegmentationVIPSeg (val)computer visionVideo Panoptic Segmentation on VIPSeg (val) performance trend83Mar 27, 2026
RetrievalTREC DL 2019retrieval search rag83May 11, 2026
Question AnsweringSQuADnlp83Mar 27, 2026
Image GenerationImageNet 64x64 (train val)image generation editingImage Generation on ImageNet 64x64 (train val) performance trend83Feb 26, 2026
Truthful QATruthful QAllm chat instructionnlp83Feb 26, 2026
Jailbreak AttackMalwareBenchadversarial safety security82Jun 11, 2026
Jailbreak AttackRMCBenchadversarial safety security82Jun 11, 2026
Zero-shot EvaluationZero-shot Evaluation Suite (ARC-c, ARC-e, HellaSwag, PIQA, WinoGrande)nlpllm chat instruction82Jun 4, 2026
GroundingScreenSpot Procomputer visionnlp82Jun 23, 2026
Mathematical ReasoningGSM8K Hardllm chat instructionnlp82Jun 5, 2026
Audio ReasoningMMARspeech audionlp82Jun 16, 2026
Math reasoningJEEBenchllm chat instructionnlp82Mar 10, 2026
Mathematical ReasoningMATH500llm chat instructionnlp82Mar 10, 2026
Mathematical ReasoningGSM8K 5-shotllm chat instructionnlp82Jun 23, 2026
Long-context understandingLongBenchllm chat instructionnlp82Apr 15, 2026
Graph ExplanationACMgraph82Jun 4, 2026
Few-Shot SegmentationChest X-Raycomputer vision82Mar 23, 2026
Jailbreaking AttackMM-SafetyBenchadversarial safety security82Jul 7, 2026
Code GenerationHumanEcode developer ai82May 12, 2026
Reward ModelingRewardBench Focus 2llm chat instruction82Feb 26, 2026
Instruction FollowingALFWorldllm chat instruction82Feb 26, 2026
Video GenerationVBench (test)video generation editing82Jul 7, 2026
Image Classification8 Vision Tasks (test)computer vision82Apr 3, 2026
Image-level Anomaly DetectionMVTec ADcomputer vision82Apr 10, 2026