MME mme Leaderboard
Auto-discovered from papers reporting MME (Score). · Metric: Score (higher is better) · 🟢 Updated 8h ago
| # | Model | Score | Paper |
|---|---|---|---|
| 1 | Last-20 heuristic | 2282.61 | link |
| 2 | VisionZip | 2267.00 | link |
| 3 | DUET-VLM (C) | 2264.00 | link |
| 4 | Qwen-2.5-VL-7B | 2264.00 | link |
| 5 | FFN-Skip | 2118.00 | link |
| 6 | V2Drop + Ours (10%) | 1999.20 | link |
| 7 | TwigVLM (ours) | 1864.00 | link |
| 8 | Base | 1862.00 | link |
| 9 | LLaVA-1.5-7B | 1862.00 | link |
| 10 | ShortV (N=20) | 1854.51 | link |
| 11 | V2Drop | 1853.23 | link |
| 12 | VTW (K=16) | 1852.56 | link |
| 13 | Vanilla | 1851.44 | link |
| 14 | LLaVA-NeXT-7B | 1851.00 | link |
| 15 | V | 1842.00 | link |
| 16 | APET | 1840.33 | link |
| 17 | (C) | 1817.00 | link |
| 18 | FastV | 1807.00 | link |
| 19 | DV (V) | 1802.00 | link |
| 20 | Ours (N=20) | 1797.57 | link |
| 21 | VZ | 1783.00 | link |
| 22 | SparseVLM | 1772.00 | link |
| 23 | VSkip + (N=20) | 1759.67 | link |
| 24 | VisionZip + Ours (10%) | 1723.70 | link |
| 25 | MustDrop | 1641.00 | link |
| 26 | DualToken (sem.+pcpt.) | 1589.60 | link |
| 27 | Attn-Skip | 1506.00 | link |
| 28 | siglip-so400-patch14-384 | 1492.90 | link |
| 29 | ViT-SO400M (pretrained) | 1492.90 | link |
| 30 | VILA-U | 1301.40 | link |
| 31 | Frozen | 975.00 | link |
| 32 | SBER-MoVQGAN-270M | 792.00 | link |