Music-Grounded Video Editing on MVEBench On-Beat
3.72Rhythm Alignment ScoreGLANCE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GLANCEBackbone=Gemini-2-pro2026.04 | 3.72 | 3.54 | 3.66 | 3.45 | |
| GLANCEBackbone=GPT-4o-mini2026.04 | 3.61 | 3.65 | 3.58 | 3.37 | |
| GLANCEBackbone=Gemini2026.04 | 3.43 | 3.31 | 3.38 | 3.11 | |
| GLANCEBackbone=Qwen3-VL-30B2026.04 | 3.16 | 3.03 | 3.05 | 2.88 | |
| VideoAgentBackbone=GPT-4o-mini2026.04 | 3.04 | 2.94 | 2.97 | 2.53 | |
| GLANCEBackbone=Qwen-30B2026.04 | 2.91 | 2.78 | 2.83 | 2.54 | |
| GLANCEBackbone=Qwen3-VL-8B2026.04 | 2.86 | 2.74 | 2.77 | 2.69 | |
| EditDuetBackbone=GPT-4o-mini2026.04 | 2.85 | 2.73 | 2.76 | 2.21 | |
| NarratoAIBackbone=GPT-4o-mini2026.04 | 2.69 | 2.61 | 2.64 | 2.24 | |
| FunCLIPBackbone=GPT-4o-mini2026.04 | 2.63 | 2.56 | 2.59 | 2.23 | |
| EditDuet2026.04 | 2.57 | 2.45 | 2.48 | 2.29 | |
| GPTSwarmBackbone=GPT-4o-mini2026.04 | 2.31 | 2.22 | 2.24 | 1.64 | |
| CoTBackbone=GPT-4o-mini2026.04 | 2.06 | 1.95 | 1.98 | 1.47 | |
| TeaserGenBackbone=GPT-4o-mini2026.04 | 2.01 | 1.9 | 1.94 | 1.76 |