Classification on SPAM (train)
99.7AccuracyACT
Evaluation Results
| Method | Links | |
|---|---|---|
| ACTModel=Nano, d=4, k=102025.09 | 99.7 | |
| ACTModel=Nano, d=2, k=102025.09 | 99.6 | |
| ACTModel=Nano, d=3, k=102025.09 | 99.6 | |
| ACTModel=Nano, d=5, k=102025.09 | 99.6 | |
| ACTModel=Gemma, d=5, k=102025.09 | 99.1 | |
| ACTModel=Gemma, d=4, k=102025.09 | 98.7 | |
| TextGradModel=Nano2025.09 | 98.1 | |
| DSPyModel=Nano2025.09 | 98.1 | |
| ACTModel=Gemma, d=3, k=102025.09 | 97.9 | |
| TextGradModel=Gemma2025.09 | 97.5 | |
| DSPyModel=Gemma2025.09 | 97.1 | |
| ACTModel=Gemma, d=2, k=102025.09 | 96.5 | |
| CoTModel=Nano2025.09 | 96.1 | |
| TF-IDF + CARTd=102025.09 | 95.3 | |
| CoTModel=Gemma2025.09 | 74.9 |