Knowledge Injection on KGFACT-LARGE (train)
0.996AccuracySFT
Evaluation Results
| Method | Links | |
|---|---|---|
| SFTBackbone=Qwen3-1.7B2026.05 | 0.996 | |
| MIXSDBackbone=Qwen3-8B, lambda=02026.05 | 0.985 | |
| SFTBackbone=Qwen3-8B2026.05 | 0.983 | |
| MIXSDBackbone=Qwen3-4B-It, lambda=02026.05 | 0.981 | |
| SFTBackbone=Qwen3-4B-It2026.05 | 0.971 | |
| MIXSDBackbone=Qwen3-1.7B, lambda=0.32026.05 | 0.965 | |
| MIXSDBackbone=Qwen3-8B, lambda=0.32026.05 | 0.958 | |
| MIXSDBackbone=Qwen3-1.7B, lambda=0.52026.05 | 0.956 | |
| MIXSDBackbone=Qwen3-1.7B, lambda=02026.05 | 0.952 | |
| MIXSDBackbone=Qwen3-4B-It, lambda=0.32026.05 | 0.94 | |
| MIXSDBackbone=Qwen3-8B, lambda=0.52026.05 | 0.931 | |
| OPSDBackbone=Qwen3-1.7B2026.05 | 0.919 | |
| MIXSDBackbone=Qwen3-4B-It, lambda=0.52026.05 | 0.846 | |
| BaseBackbone=Qwen3-1.7B2026.05 | 0 | |
| BaseBackbone=Qwen3-4B-It2026.05 | 0 | |
| BaseBackbone=Qwen3-8B2026.05 | 0 |