Video-Language Understanding on VideoDetailCaption
0.254RG-LCASPQUIP#
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CASPQUIP#Bit=2, Backbone=LLaVA-Next-Video-7B2025.03 | 0.254 | 9.2 | 2.47 | |
| CASPGPTQBit=2.2, Backbone=LLaVA-Next-Video-7B2025.03 | 0.251 | 9.5 | 1.15 | |
| AQLMBit=2, Backbone=LLaVA-Next-Video-7B2025.03 | 0.245 | 24.3 | 0.42 | |
| OriginalBit=16, Backbone=LLaVA-Next-Video-7B2025.03 | 0.239 | 6.9 | 2.6 | |
| CASPAQLMBit=2, Backbone=LLaVA-Next-Video-7B2025.03 | 0.238 | 11.8 | 0.92 | |
| GPTQBit=2.2, Backbone=LLaVA-Next-Video-7B2025.03 | 0.206 | 19.1 | 0.52 | |
| QuIP#Bit=2, Backbone=LLaVA-Next-Video-7B2025.03 | 0.179 | 11.2 | 1.82 |