Visual Reasoning on GQA
62Performance Gain SumVanilla
Evaluation Results
| Method | Links | |
|---|---|---|
| VanillaBackbone=Dynamic-LLaVA-7B, Token reduction=0%2026.04 | 62 | |
| Dynamic-LLaVA-7B_IBackbone=Dynamic-LLaVA-7B, Token reduction=25%2026.04 | 61.4 | |
| DASHBackbone=Dynamic-LLaVA-7B, Token reduction=25%2026.04 | 60.3 | |
| VoCo-LLaMABackbone=Dynamic-LLaVA-7B, Token reduction=25%2026.04 | 59.8 | |
| LLaVA-HiREDBackbone=Dynamic-LLaVA-7B, Token reduction=25%2026.04 | 59.8 | |
| LLaVA-FastVBackbone=Dynamic-LLaVA-7B, Token reduction=25%2026.04 | 57.5 | |
| AdaMMS2025.03 | 1.4 | |
| Task Arithmetic2025.03 | -2.95 | |
| DARE-Linear2025.03 | -12.76 | |
| MetaGPT2025.03 | -23.69 | |
| DARE-Ties2025.03 | -26.32 | |
| Ties-Merging2025.03 | -29.7 |