Multimodal Evaluation on MME (MMEPerc)
1,687MMEPerc ScoreBagel
Evaluation results
| Method | Links | |
|---|---|---|
| BagelUnified=✓, #Params=7B, Visual Representation Type=Continuous2026.06 | 1,687 | |
| BLIP-3oUnified=✓, #Params=8B, Visual Representation Type=Continuous2026.06 | 1,683 | |
| Show-o2Unified=✓, #Params=7B, Visual Representation Type=Continuous2026.06 | 1,621 | |
| LLaVA-OVUnified=✗, #Params=7B, Visual Representation Type=Continuous2026.06 | 1,580 | |
| Janus-ProUnified=✓, #Params=7B, Visual Representation Type=Continuous2026.06 | 1,567 | |
| ARMUnified=✓, #Params=7B, Visual Representation Type=Discrete2026.06 | 1,463 | |
| LiquidUnified=✓, #Params=7B, Visual Representation Type=Discrete2026.06 | 1,448 | |
| UniTokUnified=✓, #Params=7B, Visual Representation Type=Discrete2026.06 | 1,448 | |
| VILA-UUnified=✓, #Params=7B, Visual Representation Type=Discrete2026.06 | 1,402 | |
| Show-oUnified=✓, #Params=1.3B, Visual Representation Type=Discrete2026.06 | 1,097 |