Multi-modal Understanding on MME (Score, Latency, Memory)
2,315MME ScoreOriginal
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| OriginalPruning Ratio=0.0, Backbone=Qwen2.5-VL-7B2026.04 | 2,315 | 1,200 | 668 | 16.9 | |
| HAWKPruning Ratio=0.6, Backbone=Qwen2.5-VL-7B2026.04 | 2,313 | 960 | 276 | 16.1 | |
| HAWKPruning Ratio=0.8, Backbone=Qwen2.5-VL-7B2026.04 | 2,311 | 900 | 148 | 15.7 | |
| DivPrunePruning Ratio=0.6, Backbone=Qwen2.5-VL-7B2026.04 | 2,274 | 1,080 | 276 | 16.1 | |
| CDPrunerPruning Ratio=0.6, Backbone=Qwen2.5-VL-7B2026.04 | 2,248 | 1,140 | 276 | 16.1 | |
| DivPrunePruning Ratio=0.8, Backbone=Qwen2.5-VL-7B2026.04 | 2,196 | 900 | 148 | 15.7 | |
| CDPrunerPruning Ratio=0.8, Backbone=Qwen2.5-VL-7B2026.04 | 2,166 | 960 | 148 | 15.7 |