Intent Classification on MASSIVE W5H2 (test)
97.3AccuracyBERT-base (supervised)
Evaluation results
| Method | Links | |
|---|---|---|
| BERT-base (supervised)Classes=8, Shots/class=full2026.02 | 97.3 | |
| SetFit-Multi (118M)Classes=8, Shots/class=82026.02 | 84.4 | |
| LLM 4-shotClasses=8, Shots/class=42026.02 | 79 | |
| LLM 0-shot (GPT-oss-20b)Classes=8, Shots/class=02026.02 | 68.8 |