Video-Language Summarization on How2 (test)
44.01ROUGE-1READ
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| READBackbone=VG-BART, #params (M)=1.17 (0.47%)2023.12 | 44.01 | 21.91 | 37.91 | |
| AdapterBackbone=VG-BART, #params (M)=1.20 (0.48%)2023.12 | 41.52 | 20.75 | 36.88 | |
| LoRABackbone=VG-BART, #params (M)=1.19 (0.48%)2023.12 | 40.04 | 20.36 | 35.98 | |
| FullBackbone=VG-BART, #params (M)=249.67 (100%)2023.12 | 35.72 | 11.88 | 30 | |
| ProjBackbone=VG-BART, #params (M)=38.60 (15.46%)2023.12 | 32.76 | 9.11 | 30.01 | |
| PartialBackbone=VG-BART, #params (M)=16.54 (6.62%)2023.12 | 31.55 | 8.63 | 13.65 | |
| PromptBackbone=VG-BART, #params (M)=0.05 (0.02%)2023.12 | 31.55 | 8.63 | 14.9 | |
| BiasBackbone=VG-BART, #params (M)=0.20 (0.08%)2023.12 | 30.51 | 8.2 | 23 |