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Video Summarization on MovieSum (test)

34.47Visual Reconstruction Score

Gold Screenplay

Updated 3d ago

Evaluation Results

Method	Links
Gold Screenplay 2025.12		34.47	35.48	34.97	47.43	11.88	45.34	34.06
Built Screenplay (reference clips) 2025.12		22.43	35.38	28.9	47.28	11.67	45.21	34.14
our clips two-shot (Qwen2.5-Omni-7B) 2025.12		22.25	33.45	27.85	46.53	10.8	44.32	33.55
our clips two-shot (Qwen2.5-Omni-7B) 2025.12		21.05	34.01	27.53	46.9	11.55	44.69	33.93
our clips zero-shot (Qwen2.5-Omni-7B) 2025.12		20.97	33.63	27.3	46.54	11.22	44.49	33.63
our clips zero-shot (Qwen2.5-Omni-7B) 2025.12		20.87	31.25	26.06	46.04	10.75	43.87	33.13
our clips zero-shot (Qwen2.5-Omni-7B) 2025.12		20.81	35.64	28.23	46.29	11.2	44.16	33.59
our clips two-shot (Qwen2.5-Omni-7B) 2025.12		20.6	34.22	27.41	46.22	10.97	44.1	33.46
silent clips 2025.12		19.43	32.42	25.92	46	10.84	43.83	33.37
silent clips 2025.12		17.53	31.82	24.67	46.1	11.32	43.95	33.36
silent clips 2025.12		16.33	32.61	24.47	46.24	10.95	44.11	33.24
random clips 2025.12		15.68	30.91	23.29	46.11	10.51	43.88	33.21
random clips 2025.12		15.44	31.93	23.69	46.11	10.61	44.07	33.27
random clips 2025.12		14.68	30.9	22.79	45.35	10.34	43.15	32.73
Transcripts (no video) 2025.12		14.42	26.89	20.65	44.66	10.35	42.64	32.12