Multiple-choice Question Answering on LongVideoBench
55.12AccuracyFastVid+SToP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FastVid+SToPRetention=15%2026.04 | 55.12 | 1.18 | |
| PruneVidRetention=15%2026.04 | 54.9 | 2.32 | |
| PruneVidRetention=10%2026.04 | 54.45 | 3.17 | |
| HolitomRetention=15%2026.04 | 54.3 | 1.31 | |
| Holitom+SToPRetention=15%2026.04 | 54.3 | 0.95 | |
| VanillaRetention=100%2026.04 | 54.23 | — | |
| VisionZip+SToPRetention=15%2026.04 | 53.63 | 1.6 | |
| HolitomRetention=10%2026.04 | 53.55 | 3.21 | |
| FastVid+SToPRetention=10%2026.04 | 53.55 | 2.9 | |
| Holitom+SToPRetention=10%2026.04 | 53.33 | 2.02 | |
| VisionZipRetention=15%2026.04 | 52.8 | 3.23 | |
| FastVidRetention=10%2026.04 | 52.58 | 5.12 | |
| VisionZip+SToPRetention=10%2026.04 | 52.51 | 3.34 | |
| FastVidRetention=15%2026.04 | 52.43 | 3.15 | |
| VisionZipRetention=10%2026.04 | 49.29 | 7.36 |