Medical Diagnosis Classification on Medical Abstract (MA) (train)
0.6376AccuracyCanDistall
Evaluation Results
| Method | Links | |
|---|---|---|
| CanDistallLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 0.6376 | |
| CanDistaddLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 0.6331 | |
| FreeALLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 0.6289 | |
| SuperICLLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 0.6281 | |
| DistillationLLM Annotator=GPT-3.5, SLM Backbone=BioMed-RoBERTa-Base2025.06 | 0.6245 | |
| SCLLM Annotator=GPT-3.52025.06 | 0.6229 | |
| Few-shotLLM Annotator=GPT-3.52025.06 | 0.6228 | |
| Zero-shotLLM Annotator=GPT-3.52025.06 | 0.6203 | |
| CoTLLM Annotator=GPT-3.52025.06 | 0.6005 | |
| AnnoLLMLLM Annotator=GPT-3.52025.06 | 0.5971 |