Video Question Answering on TGIF-QA first 1k samples
18.1AccuracyVanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaRetained Tokens=2,048, Token Reduction Ratio=100%2026.04 | 18.1 | 1.27 | |
| LearnPrunerRetained Tokens=456, Token Reduction Ratio=77.8%2026.04 | 17.5 | 1.25 | |
| FastVRetained Tokens=456, Token Reduction Ratio=77.8%2026.04 | 16.4 | 1.17 | |
| LearnPrunerRetained Tokens=228, Token Reduction Ratio=88.9%2026.04 | 16.3 | 1.17 | |
| FastVRetained Tokens=228, Token Reduction Ratio=88.9%2026.04 | 12.4 | 1 |