| agents-on-bench | Keye-VL-2.0-30B-A3B | #5 | Accuracy: 82.6 |
| temporal-sentence-grounding-on-activitynet-timelens | Kwai Keye-VL-2.0-30B-A3B | #5 | mIoU: 58.5 |
| temporal-sentence-grounding-on-charades-timelens | Kwai Keye-VL-2.0-30B-A3B | #5 | mIoU: 58.4 |
| agents-on-bfclv4 | Keye-VL-2.0-30B-A3B | #6 | Accuracy: 65.7 |
| zero-shot-video-question-answer-on-video-mme-w-o-subs | Keye-VL-2.0-30B-A3B | #8 | Accuracy (%): 78.3 |
| video-question-answering-on-mlvu | Keye-VL-2.0-30B-A3B | #10 | Accuracy: 82.8 |
| video-question-answering-on-video-mmmu | Keye-VL-2.0-30B-A3B | #12 | Accuracy: 80.0 |
| multi-task-language-understanding-on-c-eval | Keye-VL-2.0-30B-A3B | #15 | Accuracy: 89.2 |
| multimodal-reasoning-on-mmmu | Keye-VL-2.0-30B-A3B | #15 | Accuracy: 75.3 |
| visual-grounding-on-refcoco-refcoco-refcocog-overall | Keye-VL-2.0-30B-A3B | #15 | Accuracy: 88.1 |
| optical-character-recognition-ocr-on-omnidocbench-v1-5 | Keye-VL-2.0-30B-A3B | #19 | Accuracy: 84.7 |
| vision-language-understanding-on-mmstar | Keye-VL-2.0-30B-A3B | #19 | Accuracy: 75.9 |
| multimodal-reasoning-on-mathvista | Keye-VL-2.0-30B-A3B | #20 | Accuracy: 82.9 |
| question-answering-on-humanity-s-last-exam-hle | Keye-VL-2.0-30B-A3B (w/ CoT) | #23 | Accuracy: 22.9 |
| mathematical-reasoning-on-aime-2025 | Keye-VL-2.0-30B-A3B | #29 | Accuracy: 86.7 |
| optical-character-recognition-ocr-on-ocrbench | Keye-VL-2.0-30B-A3B | #33 | Score: 857 |
| code-generation-on-livecodebench-v6 | Keye-VL-2.0-30B-A3B | #40 | Pass@1: 64.2 |
| code-generation-on-swe-bench-verified | Keye-VL-2.0-30B-A3B | #59 | Accuracy: 62.0 |