Multi-modal Reasoning on MMBC
72.4ScoreNEO-2B
Evaluation Results
| Method | Links | |
|---|---|---|
| NEO-2BBackbone=NEO-2B, Token Retention Ratio=100%, Resolution=Dynamic Resolution2026.06 | 72.4 | |
| FastVBackbone=NEO-2B, Token Retention Ratio=50%, Resolution=Dynamic Resolution2026.06 | 71.8 | |
| CDPrunerBackbone=NEO-2B, Token Retention Ratio=50%, Resolution=Dynamic Resolution2026.06 | 71.5 | |
| ERABackbone=NEO-2B, Token Retention Ratio=50%, Resolution=Dynamic Resolution2026.06 | 71.1 | |
| ERABackbone=NEO-2B, Token Retention Ratio=20%, Resolution=Dynamic Resolution2026.06 | 70.9 | |
| DivPruneBackbone=NEO-2B, Token Retention Ratio=50%, Resolution=Dynamic Resolution2026.06 | 70.8 | |
| ERABackbone=NEO-2B, Token Retention Ratio=10%, Resolution=Dynamic Resolution2026.06 | 68.8 | |
| FastVBackbone=NEO-2B, Token Retention Ratio=20%, Resolution=Dynamic Resolution2026.06 | 68.5 | |
| CDPrunerBackbone=NEO-2B, Token Retention Ratio=20%, Resolution=Dynamic Resolution2026.06 | 65.7 | |
| FastVBackbone=NEO-2B, Token Retention Ratio=10%, Resolution=Dynamic Resolution2026.06 | 65.1 | |
| DivPruneBackbone=NEO-2B, Token Retention Ratio=20%, Resolution=Dynamic Resolution2026.06 | 63.8 | |
| CDPrunerBackbone=NEO-2B, Token Retention Ratio=10%, Resolution=Dynamic Resolution2026.06 | 60.6 | |
| DivPruneBackbone=NEO-2B, Token Retention Ratio=10%, Resolution=Dynamic Resolution2026.06 | 50.7 |