Kimi K2.5: Visual Agentic Intelligence

Benchmark Model Rank Results
visual-question-answering-vqa-on-blinkKimi K2.5#1Accuracy: 78.9
mathematical-reasoning-on-hmmt-feb-2025Kimi K2.5#2Accuracy: 95.4
multimodal-reasoning-on-mathvistaKimi K2.5#2Accuracy: 90.1
multimodal-reasoning-on-mmmuKimi K2.5#2Accuracy: 84.3
optical-character-recognition-ocr-on-ocrbenchKimi K2.5#2Score: 923
multimodal-reasoning-on-zerobenchKimi K2.5#3Accuracy: 9
video-question-answering-on-video-mmmuKimi K2.5#3Accuracy: 86.6
visual-question-answering-vqa-on-simplevqaKimi K2.5#3Accuracy: 71.2
long-context-understanding-on-longbench-v2Kimi K2.5#4Accuracy: 61.0
video-question-answering-on-mmvuKimi K2.5#4Accuracy: 80.4
code-generation-on-scicodeKimi K2.5#5Accuracy: 48.7
multi-task-language-understanding-on-mmlu-proKimi K2.5#5Accuracy: 87.1
multimodal-reasoning-on-mmmu-proKimi K2.5#5Accuracy: 78.5
video-question-answering-on-lvbenchKimi K2.5#5Accuracy: 75.9
video-question-answering-on-video-mme-with-subtitlesKimi K2.5#5Accuracy: 87.4
code-generation-on-terminal-bench-2-0-terminus-2Kimi K2.5 (Terminus-2)#6Accuracy: 50.8
mathematical-reasoning-on-aime-2025Kimi K2.5#6Accuracy: 96.1
multimodal-reasoning-on-mathvisionKimi K2.5#7Accuracy: 84.2
multimodal-reasoning-on-babyvisionKimi K2.5#8Accuracy: 36.5
chart-question-answering-on-charxiv-rqKimi K2.5#9Accuracy: 77.5
code-generation-on-livecodebench-v6Kimi K2.5#11Pass@1: 85.0
question-answering-on-humanity-s-last-exam-hleKimi K2.5#12Accuracy: 30.1
code-generation-on-swe-bench-multilingualKimi K2.5 (Internal agent scaffold)#18Accuracy: 73.0
code-generation-on-swe-bench-verifiedKimi K2.5 (Internal agent scaffold)#18Accuracy: 76.8
multiple-choice-question-answering-mcqa-on-gpqa-diamondKimi K2.5#21Accuracy: 87.6
deep-research-agents-on-browsecompKimi K2.5 (w/ ctx manage)#23Accuracy: 74.9
deep-research-agents-on-browsecompKimi K2.5#38Accuracy: 60.6
code-generation-on-swe-bench-proKimi K2.5#32Resolved: 50.7