Medical Diagnosis Classification on Medical Abstract (MA) (test)
64.54AccuracySFT
Evaluation Results
| Method | Links | |
|---|---|---|
| SFTSLM Backbone=BioMed-RoBERTa-Base2025.06 | 64.54 | |
| CanDistaddLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 64.23 | |
| CanDistallLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 64.2 | |
| FreeALLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 64.13 | |
| SuperICLLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 63.75 | |
| DistillationLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 63.54 | |
| Few-shotLLM Annotator=GPT-3.52025.06 | 63.4 | |
| SCLLM Annotator=GPT-3.52025.06 | 63.26 | |
| Zero-shotLLM Annotator=GPT-3.52025.06 | 63.12 | |
| CoTLLM Annotator=GPT-3.52025.06 | 61.15 | |
| AnnoLLMLLM Annotator=GPT-3.52025.06 | 59.56 |