Bi-directional Retrieval on MSR-VTT
389.2RsumFully-FT
Evaluation Results
| Method | Links | |
|---|---|---|
| Fully-FTBackbone=ViT + Text Transf., Params. (M)=151.3, Memory (G)=12.2 * 42023.08 | 389.2 | |
| SSFBackbone=ViT + Text Transf., Params. (M)=0.5, Memory (G)=9.8 * 42023.08 | 376.6 | |
| BitFitBackbone=ViT + Text Transf., Params. (M)=0.1, Memory (G)=10.5 * 42023.08 | 370.8 | |
| AdaLoRABackbone=ViT + Text Transf., Params. (M)=1.2, Memory (G)=10.5 * 42023.08 | 368.5 | |
| FacTBackbone=ViT + Text Transf., Params. (M)=0.8, Memory (G)=10.2 * 42023.08 | 367.2 | |
| LoRABackbone=ViT + Text Transf., Params. (M)=1.3, Memory (G)=10.2 * 42023.08 | 366.8 | |
| AdapterBackbone=ViT + Text Transf., Params. (M)=5.2, Memory (G)=10.3 * 42023.08 | 364.3 | |
| UniPTBackbone=ViT + Text Transf., Params. (M)=9.6, Memory (G)=3.4 * 42023.08 | 361.3 | |
| PromptBackbone=ViT + Text Transf., Params. (M)=0.2, Memory (G)=10.7 * 42023.08 | 358.8 | |
| LSTBackbone=ViT + Text Transf., Params. (M)=11.2, Memory (G)=8.0 * 42023.08 | 356.7 | |
| PartiallyBackbone=ViT + Text Transf., Params. (M)=0.7, Memory (G)=1.9 * 42023.08 | 353.9 |