Multimodal Understanding on IE, MMBench, MMMU, ScienceQA Combined
100Relative AccuracyLLaVA1.5-7B
Evaluation results
| Method | Links | |
|---|---|---|
| LLaVA1.5-7BRatio=100%2026.03 | 100 | |
| GPrune-LLM (Wanda-sp)Ratio=90%2026.03 | 97.83 | |
| GPrune-LLM (FLAP)Ratio=90%2026.03 | 95.15 | |
| Wanda-spRatio=90%2026.03 | 93.65 | |
| GPrune-LLM (Wanda-sp)Ratio=80%2026.03 | 90.44 | |
| FLAPRatio=90%2026.03 | 89.28 | |
| GPrune-LLM (FLAP)Ratio=80%2026.03 | 86.75 | |
| Wanda-spRatio=80%2026.03 | 79.77 | |
| FLAPRatio=80%2026.03 | 79.68 |