Intent Classification on Banking (BANK) (test)
93.31AccuracySFT
Evaluation results
| Method | Links | |
|---|---|---|
| SFTSLM Backbone=RoBERTa-Base2025.06 | 93.31 | |
| CanDistaddLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 76.27 | |
| CanDistallLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 75.97 | |
| FreeALLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 74.58 | |
| SuperICLLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 73.25 | |
| DistillationLLM Annotator=GPT-3.5, SLM Backbone=RoBERTa-Base2025.06 | 72.4 | |
| AnnoLLMLLM Annotator=GPT-3.52025.06 | 70.29 | |
| SCLLM Annotator=GPT-3.52025.06 | 68.99 | |
| Few-shotLLM Annotator=GPT-3.52025.06 | 68.86 | |
| Zero-shotLLM Annotator=GPT-3.52025.06 | 68.41 | |
| CoTLLM Annotator=GPT-3.52025.06 | 60.97 |