Content Type Classification on RCT (test)
84.52AccuracySFT
Evaluation results
| Method | Links | |
|---|---|---|
| SFTSLM Backbone=RoBERTa-Base2025.06 | 84.52 | |
| CanDistallLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 70.57 | |
| CanDistaddLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 69.77 | |
| AnnoLLMLLM Annotator=GPT-3.52025.06 | 68.53 | |
| FreeALLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 68.32 | |
| SuperICLLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 67.82 | |
| DistillationLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 67.66 | |
| Few-shotLLM Annotator=GPT-3.52025.06 | 65.85 | |
| SCLLM Annotator=GPT-3.52025.06 | 65.85 | |
| Zero-shotLLM Annotator=GPT-3.52025.06 | 61.83 | |
| CoTLLM Annotator=GPT-3.52025.06 | 60.43 |