Video-Language Understanding on NextQA (EM)
56.61EMOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalBit=16, Backbone=LLaVA-Next-Video-7B2025.03 | 56.61 | |
| CASPGPTQBit=2.2, Backbone=LLaVA-Next-Video-7B2025.03 | 25.48 | |
| CASPQUIP#Bit=2, Backbone=LLaVA-Next-Video-7B2025.03 | 24.7 | |
| QuIP#Bit=2, Backbone=LLaVA-Next-Video-7B2025.03 | 23.15 | |
| CASPAQLMBit=2, Backbone=LLaVA-Next-Video-7B2025.03 | 22.97 | |
| GPTQBit=2.2, Backbone=LLaVA-Next-Video-7B2025.03 | 21.5 | |
| AQLMBit=2, Backbone=LLaVA-Next-Video-7B2025.03 | 19.83 |