Multimodal Model Evaluation on MME (Overall and Perception Scores)
1,734.6Perception ScoreFADE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FADEModel=InternVL3-8B2026.06 | 1,734.6 | 2,366.7 | |
| DCLAModel=InternVL3-8B2026.06 | 1,727.8 | 2,368.1 | |
| GreedyModel=InternVL3-8B2026.06 | 1,727.7 | 2,359.8 | |
| PAIModel=InternVL3-8B2026.06 | 1,723.6 | 2,382.9 | |
| VCDModel=InternVL3-8B2026.06 | 1,713.9 | 2,337.8 | |
| DAMOModel=InternVL3-8B2026.06 | 1,713.3 | 2,368 | |
| LLaVA-NeXT-13BBackbone=LLaVA-NeXT-13B, Tokens Retained=28802026.06 | 1,539.5 | — | |
| LLaVA-1.5-13BBackbone=LLaVA-1.5-13B, Tokens Retained=5762026.06 | 1,531.2 | — | |
| ERABackbone=LLaVA-NeXT-13B, Tokens Retained=1602026.06 | 1,524.2 | — | |
| LLaVA-NeXT-7BBackbone=LLaVA-NeXT-7B, Tokens Retained=28802026.06 | 1,511.8 | — | |
| LLaVA-1.5-7BBackbone=LLaVA-1.5-7B, Tokens Retained=5762026.06 | 1,506.5 | — | |
| ERABackbone=LLaVA-1.5-13B, Tokens Retained=322026.06 | 1,461.4 | — | |
| ERABackbone=LLaVA-NeXT-7B, Tokens Retained=1602026.06 | 1,422.2 | — | |
| ERABackbone=LLaVA-1.5-7B, Tokens Retained=322026.06 | 1,312.6 | — |