Multimodal Evaluation on MME (MME, Avg.)
1,851MME ScoreVanilla
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VanillaToken Budget=2880, Retention Ratio=100%2026.05 | 1,851 | 100 | |
| LRCPToken Budget=640, Retention Ratio=↓ 77.8%2026.05 | 1,827 | 98.3 | |
| ApETToken Budget=640, Retention Ratio=↓ 77.8%2026.05 | 1,815 | 97.6 | |
| VisionZipToken Budget=640, Retention Ratio=↓ 77.8%2026.05 | 1,787 | 97.4 | |
| ApETToken Budget=320, Retention Ratio=↓ 88.9%2026.05 | 1,783 | 94.2 | |
| SparseVLMToken Budget=640, Retention Ratio=↓ 77.8%2026.05 | 1,773 | 95.7 | |
| LRCPToken Budget=320, Retention Ratio=↓ 88.9%2026.05 | 1,759 | 95.3 | |
| VisionZipToken Budget=320, Retention Ratio=↓ 88.9%2026.05 | 1,702 | 93.6 | |
| LRCPToken Budget=160, Retention Ratio=↓ 94.4%2026.05 | 1,693 | 91.8 | |
| SparseVLMToken Budget=320, Retention Ratio=↓ 88.9%2026.05 | 1,690 | 93.7 | |
| ApETToken Budget=160, Retention Ratio=↓ 94.4%2026.05 | 1,680 | 90.1 | |
| VisionZipToken Budget=160, Retention Ratio=↓ 94.4%2026.05 | 1,628 | 88.6 | |
| SparseVLMToken Budget=160, Retention Ratio=↓ 94.4%2026.05 | 1,542 | 80.2 |