Knowledge Injection Evaluation Suite
38.68K.A ScoreKORE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KOREBase Model=LLaVA-v1.5 (13B)2025.10 | 38.68 | 45.35 | 42.01 | 85.46 | |
| KOREBase Model=Qwen2.5-VL (7B)2025.10 | 27.14 | 58.31 | 42.72 | 67.1 | |
| LoRABase Model=LLaVA-v1.5 (13B)2025.10 | 19.55 | 32.64 | 26.09 | 63.15 | |
| ReplayBase Model=LLaVA-v1.5 (13B)2025.10 | 16.13 | 45.69 | 30.91 | 66.73 | |
| ReplayBase Model=Qwen2.5-VL (7B)2025.10 | 15.12 | 63.94 | 39.53 | 30.89 | |
| LoRABase Model=Qwen2.5-VL (7B)2025.10 | 14.29 | 38.16 | 26.22 | 22.03 | |
| Qwen2.5-VL (7B)Base Model=Qwen2.5-VL (7B)2025.10 | 12.34 | 66.89 | 39.61 | — | |
| LLaVA-v1.5 (13B)Base Model=LLaVA-v1.5 (13B)2025.10 | 7.7 | 49.51 | 28.6 | — |