Video Question Answering on MSRVTT-QA (first 1k samples)
56.1AccuracyVanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaRetained Tokens=2,048, Token Reduction Ratio=100%2026.04 | 56.1 | 2.97 | |
| LearnPrunerRetained Tokens=456, Token Reduction Ratio=77.8%2026.04 | 55.3 | 2.93 | |
| LearnPrunerRetained Tokens=228, Token Reduction Ratio=88.9%2026.04 | 53.8 | 2.87 | |
| FastVRetained Tokens=456, Token Reduction Ratio=77.8%2026.04 | 53 | 2.84 | |
| FastVRetained Tokens=228, Token Reduction Ratio=88.9%2026.04 | 50.4 | 2.7 |