POPE pope-3 Leaderboard
Auto-discovered from papers reporting POPE (Score). · Metric: Score (higher is better) · 🟢 Updated 8h ago
| # | Model | Score | Paper |
|---|---|---|---|
| 1 | FFN-Skip | 89.30 | link |
| 2 | Ours (N=20) | 88.31 | link |
| 3 | V2Drop | 87.98 | link |
| 4 | APET | 87.79 | link |
| 5 | Vanilla | 87.61 | link |
| 6 | VTW (K=16) | 87.41 | link |
| 7 | ShortV (N=20) | 87.38 | link |
| 8 | VSkip + (N=20) | 87.35 | link |
| 9 | (C) | 87.20 | link |
| 10 | DUET-VLM (C) | 86.50 | link |
| 11 | V2Drop + Ours (10%) | 86.40 | link |
| 12 | Base | 85.90 | link |
| 13 | LLaVA-1.5-7B | 85.90 | link |
| 14 | DV (V) | 85.60 | link |
| 15 | VZ | 85.30 | link |
| 16 | VisionZip | 84.90 | link |
| 17 | VisionZip + Ours (10%) | 80.30 | link |
| 18 | Attn-Skip | 78.60 | link |
| 19 | Frozen | 57.10 | link |