Data Ranking on Mistake medical
81AUROCICL-EM
Evaluation Results
| Method | Links | |
|---|---|---|
| ICL-EMModel=Llama-3.1-8B-Instruct, Mix ratio=50%2026.05 | 81 | |
| VECFILTERModel=Llama-3.1-8B-Instruct, Mix ratio=1%2026.05 | 69 | |
| CONCEPTINFModel=Llama-3.1-8B-Instruct, Mix ratio=1%2026.05 | 63 | |
| PRISMModel=Llama-3.1-8B-Instruct, Mix ratio=1%2026.05 | 63 | |
| PRISMModel=Llama-3.1-8B-Instruct, Mix ratio=10%2026.05 | 63 | |
| PRISMModel=Llama-3.1-8B-Instruct, Mix ratio=50%2026.05 | 59 | |
| PROJDIFFModel=Llama-3.1-8B-Instruct, Mix ratio=1%2026.05 | 58 | |
| PRISMModel=Llama-3.1-8B-Instruct, Mix ratio=20%2026.05 | 58 | |
| VECFILTERModel=Llama-3.1-8B-Instruct, Mix ratio=20%2026.05 | 54 | |
| VECFILTERModel=Llama-3.1-8B-Instruct, Mix ratio=50%2026.05 | 54 | |
| CONCEPTINFModel=Llama-3.1-8B-Instruct, Mix ratio=50%2026.05 | 53 | |
| CONCEPTINFModel=Llama-3.1-8B-Instruct, Mix ratio=20%2026.05 | 50 | |
| IF-GUIDEModel=Llama-3.1-8B-Instruct, Mix ratio=10%2026.05 | 47 | |
| PROJDIFFModel=Llama-3.1-8B-Instruct, Mix ratio=50%2026.05 | 46 | |
| IF-GUIDEModel=Llama-3.1-8B-Instruct, Mix ratio=50%2026.05 | 44 | |
| ICL-EMModel=Llama-3.1-8B-Instruct, Mix ratio=20%2026.05 | 42 | |
| PROJDIFFModel=Llama-3.1-8B-Instruct, Mix ratio=20%2026.05 | 40 | |
| SAE-FEATModel=Llama-3.1-8B-Instruct, Mix ratio=20%2026.05 | 39 | |
| SAE-FEATModel=Llama-3.1-8B-Instruct, Mix ratio=50%2026.05 | 38 | |
| IF-GUIDEModel=Llama-3.1-8B-Instruct, Mix ratio=20%2026.05 | 38 | |
| SAE-FEATModel=Llama-3.1-8B-Instruct, Mix ratio=1%2026.05 | 37 | |
| CONCEPTINFModel=Llama-3.1-8B-Instruct, Mix ratio=10%2026.05 | 36 | |
| SAE-FEATModel=Llama-3.1-8B-Instruct, Mix ratio=10%2026.05 | 36 | |
| ICL-EMModel=Llama-3.1-8B-Instruct, Mix ratio=10%2026.05 | 33 | |
| PROJDIFFModel=Llama-3.1-8B-Instruct, Mix ratio=10%2026.05 | 32 | |
| IF-GUIDEModel=Llama-3.1-8B-Instruct, Mix ratio=1%2026.05 | 32 | |
| VECFILTERModel=Llama-3.1-8B-Instruct, Mix ratio=10%2026.05 | 13 | |
| ICL-EMModel=Llama-3.1-8B-Instruct, Mix ratio=1%2026.05 | 3 |