Music-Grounded Video Editing on MVEBench Story-Driven
3.75Story CompletenessGLANCE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GLANCEBackbone=Gemini-2-pro2026.04 | 3.75 | 3.68 | 3.95 | 3.42 | |
| GLANCEBackbone=GPT-4o-mini2026.04 | 3.69 | 3.59 | 3.87 | 3.33 | |
| GLANCEBackbone=Gemini2026.04 | 3.49 | 3.41 | 3.45 | 3.26 | |
| GLANCEBackbone=Qwen3-VL-30B2026.04 | 3.24 | 3.14 | 3.16 | 3.01 | |
| VideoAgentBackbone=GPT-4o-mini2026.04 | 3.13 | 3.04 | 3.06 | 2.88 | |
| NarratoAIBackbone=GPT-4o-mini2026.04 | 3.08 | 3.01 | 3.02 | 2.65 | |
| FunCLIPBackbone=GPT-4o-mini2026.04 | 3.02 | 2.95 | 2.97 | 2.59 | |
| GLANCEBackbone=Qwen-30B2026.04 | 2.97 | 2.88 | 2.93 | 2.62 | |
| EditDuetBackbone=GPT-4o-mini2026.04 | 2.94 | 2.82 | 2.84 | 2.81 | |
| GLANCEBackbone=Qwen3-VL-8B2026.04 | 2.93 | 2.84 | 2.86 | 2.68 | |
| EditDuet2026.04 | 2.68 | 2.53 | 2.6 | 2.29 | |
| TeaserGenBackbone=GPT-4o-mini2026.04 | 2.43 | 2.33 | 2.34 | 2.1 | |
| GPTSwarmBackbone=GPT-4o-mini2026.04 | 2.34 | 2.29 | 2.28 | 1.95 | |
| CoTBackbone=GPT-4o-mini2026.04 | 2.12 | 2.05 | 2.04 | 1.65 |