Source Attribution Detection on WikiMIA source-attribution
0.951AUCCRM-LR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CRM-LRModel=Qwen2.5-14B-Inst, L3 dim=172026.05 | 0.951 | 0.384 | |
| CRM-LRModel=Qwen2.5-32B-Inst, L3 dim=232026.05 | 0.923 | 0.373 | |
| CRM-XGBModel=Qwen2.5-32B-Inst, L3 dim=232026.05 | 0.88 | — | |
| CRM-LRModel=Mistral-7B-v0.3, L3 dim=122026.05 | 0.869 | 0.294 | |
| CRM-LRModel=Qwen2.5-7B-Inst, L3 dim=102026.05 | 0.869 | 0.29 | |
| CRM-XGBModel=Qwen2.5-14B-Inst, L3 dim=172026.05 | 0.864 | — | |
| CRM-LRModel=Qwen2.5-14B, L3 dim=172026.05 | 0.84 | 0.278 | |
| CRM-LRModel=Mean2026.05 | 0.836 | 0.264 | |
| CRM-XGBModel=Mistral-7B-v0.3, L3 dim=122026.05 | 0.815 | — | |
| CRM-XGBModel=Qwen2.5-7B-Inst, L3 dim=102026.05 | 0.815 | — | |
| CRM-LRModel=Mistral-7B-Inst, L3 dim=122026.05 | 0.799 | 0.203 | |
| CRM-LRModel=Qwen2.5-7B, L3 dim=102026.05 | 0.784 | 0.201 | |
| CRM-LRModel=Llama-3.1-8B, L3 dim=122026.05 | 0.778 | 0.213 | |
| CRM-XGBModel=Mean2026.05 | 0.778 | — | |
| CRM-XGBModel=Qwen2.5-14B, L3 dim=172026.05 | 0.777 | — | |
| CRM-XGBModel=Qwen2.5-7B, L3 dim=102026.05 | 0.765 | — | |
| CRM-XGBModel=Mistral-7B-Inst, L3 dim=122026.05 | 0.731 | — | |
| CRM-LRModel=Llama-3.1-8B-Inst, L3 dim=122026.05 | 0.708 | 0.133 | |
| CRM-XGBModel=Llama-3.1-8B, L3 dim=122026.05 | 0.707 | — | |
| CRM-XGBModel=Llama-3.1-8B-Inst, L3 dim=122026.05 | 0.627 | — | |
| Best Likelihood BLModel=Mistral-7B-Inst2026.05 | 0.596 | — | |
| Best Likelihood BLModel=Qwen2.5-7B2026.05 | 0.583 | — | |
| Best Likelihood BLModel=Qwen2.5-7B-Inst2026.05 | 0.579 | — | |
| Best Likelihood BLModel=Llama-3.1-8B-Inst2026.05 | 0.575 | — | |
| Best Likelihood BLModel=Mistral-7B-v0.32026.05 | 0.575 | — | |
| Best Likelihood BLModel=Mean2026.05 | 0.572 | — | |
| Best Likelihood BLModel=Qwen2.5-14B-Inst2026.05 | 0.567 | — | |
| Best Likelihood BLModel=Llama-3.1-8B2026.05 | 0.565 | — | |
| Best Likelihood BLModel=Qwen2.5-14B2026.05 | 0.562 | — | |
| Best Likelihood BLModel=Qwen2.5-32B-Inst2026.05 | 0.55 | — |