Classification on DIAGNO (train)
90.1AccuracyTF-IDF + CART
Evaluation Results
| Method | Links | |
|---|---|---|
| TF-IDF + CARTd=72025.09 | 90.1 | |
| ACTModel=Gemma, d=8, k=102025.09 | 81.4 | |
| ACTModel=Nano, d=8, k=102025.09 | 80.2 | |
| ACTModel=Nano, d=5, k=102025.09 | 75.8 | |
| ACTModel=Nano, d=4, k=102025.09 | 74.9 | |
| ACTModel=Gemma, d=5, k=102025.09 | 74.8 | |
| DSPyModel=Nano2025.09 | 73.8 | |
| ACTModel=Gemma, d=4, k=102025.09 | 73.6 | |
| TextGradModel=Nano2025.09 | 69.4 | |
| CoTModel=Nano2025.09 | 69 | |
| TextGradModel=Gemma2025.09 | 68.6 | |
| DSPyModel=Gemma2025.09 | 67.6 | |
| CoTModel=Gemma2025.09 | 49.2 |