Stress Detection on Stress Detection Dataset (test)
84.4AccuracyFelix
Evaluation Results
| Method | Links | |
|---|---|---|
| FelixClassifier=RF, Backbone=GPT-4o-mini2026.06 | 84.4 | |
| FESTClassifier=RF, Backbone=GPT-4o-mini2026.06 | 83.6 | |
| FESTClassifier=LR, Backbone=GPT-4o-mini2026.06 | 81.6 | |
| FESTClassifier=XGB, Backbone=GPT-4o-mini2026.06 | 80.8 | |
| FelixClassifier=MLP, Backbone=GPT-4o-mini2026.06 | 79.6 | |
| FelixClassifier=XGB, Backbone=GPT-4o-mini2026.06 | 79.6 | |
| Zero-Shot LLMClassifier=RF, Backbone=GPT-4o-mini2026.06 | 78.4 | |
| FESTClassifier=MLP, Backbone=GPT-4o-mini2026.06 | 78.4 | |
| FESTClassifier=DT, Backbone=GPT-4o-mini2026.06 | 78 | |
| Few-Shot LLMClassifier=RF, Backbone=GPT-4o-mini2026.06 | 77.6 | |
| Few-Shot LLMClassifier=XGB, Backbone=GPT-4o-mini2026.06 | 77.2 | |
| Few-Shot LLMClassifier=DT, Backbone=GPT-4o-mini2026.06 | 76.8 | |
| FelixClassifier=LR, Backbone=GPT-4o-mini2026.06 | 76.4 | |
| FelixClassifier=DT, Backbone=GPT-4o-mini2026.06 | 75.6 | |
| Zero-Shot LLMClassifier=XGB, Backbone=GPT-4o-mini2026.06 | 75.2 | |
| Zero-Shot LLMClassifier=DT, Backbone=GPT-4o-mini2026.06 | 74.4 | |
| Zero-Shot LLMClassifier=LR, Backbone=GPT-4o-mini2026.06 | 72.8 | |
| Few-Shot LLMClassifier=LR, Backbone=GPT-4o-mini2026.06 | 67.2 | |
| Zero-Shot LLMClassifier=MLP, Backbone=GPT-4o-mini2026.06 | 65.6 | |
| Few-Shot LLMClassifier=MLP, Backbone=GPT-4o-mini2026.06 | 65.2 |