Video Question Answering on MSVD-QA first 1k samples
64.1AccuracyVanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaRetained Tokens=2,048, Token Reduction Ratio=100%2026.04 | 64.1 | 3.41 | |
| LearnPrunerRetained Tokens=456, Token Reduction Ratio=77.8%2026.04 | 63.6 | 3.36 | |
| LearnPrunerRetained Tokens=228, Token Reduction Ratio=88.9%2026.04 | 61.5 | 3.3 | |
| FastVRetained Tokens=456, Token Reduction Ratio=77.8%2026.04 | 60.3 | 3.24 | |
| FastVRetained Tokens=228, Token Reduction Ratio=88.9%2026.04 | 55.1 | 2.93 |