Multi-modal Reasoning on MMBE
75.8ScoreERA
Evaluation Results
| Method | Links | |
|---|---|---|
| ERABackbone=NEO-2B, Token Retention Ratio=50%, Resolution=Dynamic Resolution2026.06 | 75.8 | |
| FastVBackbone=NEO-2B, Token Retention Ratio=50%, Resolution=Dynamic Resolution2026.06 | 75.4 | |
| NEO-2BBackbone=NEO-2B, Token Retention Ratio=100%, Resolution=Dynamic Resolution2026.06 | 75.3 | |
| CDPrunerBackbone=NEO-2B, Token Retention Ratio=50%, Resolution=Dynamic Resolution2026.06 | 75.3 | |
| ERABackbone=NEO-2B, Token Retention Ratio=20%, Resolution=Dynamic Resolution2026.06 | 75.1 | |
| ERABackbone=NEO-2B, Token Retention Ratio=10%, Resolution=Dynamic Resolution2026.06 | 73.8 | |
| DivPruneBackbone=NEO-2B, Token Retention Ratio=50%, Resolution=Dynamic Resolution2026.06 | 73.6 | |
| FastVBackbone=NEO-2B, Token Retention Ratio=20%, Resolution=Dynamic Resolution2026.06 | 72 | |
| CDPrunerBackbone=NEO-2B, Token Retention Ratio=20%, Resolution=Dynamic Resolution2026.06 | 70.4 | |
| DivPruneBackbone=NEO-2B, Token Retention Ratio=20%, Resolution=Dynamic Resolution2026.06 | 67.6 | |
| FastVBackbone=NEO-2B, Token Retention Ratio=10%, Resolution=Dynamic Resolution2026.06 | 67.1 | |
| CDPrunerBackbone=NEO-2B, Token Retention Ratio=10%, Resolution=Dynamic Resolution2026.06 | 66.7 | |
| DivPruneBackbone=NEO-2B, Token Retention Ratio=10%, Resolution=Dynamic Resolution2026.06 | 53.2 |