Knowledge Injection on EVOKE
5.33CEMVanilla
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VanillaBackbone=LLaVA-v1.5 (13B)2025.10 | 5.33 | 10.07 | |
| VanillaBackbone=Qwen2.5-VL (7B)2025.10 | 9.34 | 15.33 | |
| ReplayBackbone=Qwen2.5-VL (7B)2025.10 | 11.73 | 18.51 | |
| ReplayBackbone=LLaVA-v1.5 (13B)2025.10 | 12.05 | 20.21 | |
| LoRABackbone=Qwen2.5-VL (7B)2025.10 | 14.56 | 14.01 | |
| LoRABackbone=LLaVA-v1.5 (13B)2025.10 | 16.26 | 22.83 | |
| KOREBackbone=Qwen2.5-VL (7B)2025.10 | 22.91 | 31.36 | |
| KOREBackbone=LLaVA-v1.5 (13B)2025.10 | 32.89 | 44.47 |