Content Type Classification on RCT (train)
68.9AccuracyCanDistall
Evaluation results
| Method | Links | |
|---|---|---|
| CanDistallLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 68.9 | |
| CanDistaddLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 68.69 | |
| AnnoLLMLLM Annotator=GPT-3.52025.06 | 68.13 | |
| FreeALLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 67.57 | |
| DistillationLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 66.86 | |
| SuperICLLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 66.8 | |
| SCLLM Annotator=GPT-3.52025.06 | 65.5 | |
| Few-shotLLM Annotator=GPT-3.52025.06 | 65.18 | |
| Zero-shotLLM Annotator=GPT-3.52025.06 | 61.41 | |
| CoTLLM Annotator=GPT-3.52025.06 | 60.06 |