News Topic Classification on AGNews (train)
89.91AccuracyCanDistadd
Evaluation Results
| Method | Links | |
|---|---|---|
| CanDistaddLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 89.91 | |
| FreeALLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 89.58 | |
| CanDistallLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 89.29 | |
| SuperICLLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 89.16 | |
| DistillationLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 89.13 | |
| SCLLM Annotator=GPT-3.52025.06 | 88.8 | |
| Few-shotLLM Annotator=GPT-3.52025.06 | 88.73 | |
| Zero-shotLLM Annotator=GPT-3.52025.06 | 87.72 | |
| AnnoLLMLLM Annotator=GPT-3.52025.06 | 85.52 | |
| CoTLLM Annotator=GPT-3.52025.06 | 83.23 |