Smell Classification on SmellNet smell-only (test)
63.75AccuracySee & Sniff
Evaluation results
| Method | Links | ||
|---|---|---|---|
| See & Sniffp (sampling rate)=25, W (window size)=100, Evaluation Protocol=linear probe2026.06 | 63.75 | 62.66 | |
| Ours-Localp (sampling rate)=25, W (window size)=100, Evaluation Protocol=linear probe2026.06 | 62.75 | 62.31 | |
| Global-CLIPp (sampling rate)=25, W (window size)=100, Evaluation Protocol=linear probe2026.06 | 61.55 | 60.01 | |
| Ours-Globalp (sampling rate)=25, W (window size)=100, Evaluation Protocol=linear probe2026.06 | 59.36 | 57.96 | |
| SmellNet (LSTM)p (sampling rate)=25, W (window size)=100, Evaluation Protocol=linear probe2026.06 | 57.9 | 56 | |
| See & Sniffp (sampling rate)=25, W (window size)=50, Evaluation Protocol=linear probe2026.06 | 57.71 | 56.68 | |
| SmellNet (Transformer)p (sampling rate)=25, W (window size)=100, Evaluation Protocol=linear probe2026.06 | 56.1 | 55.5 | |
| Ours-Localp (sampling rate)=25, W (window size)=50, Evaluation Protocol=linear probe2026.06 | 54.94 | 53.78 | |
| Ours-Globalp (sampling rate)=25, W (window size)=50, Evaluation Protocol=linear probe2026.06 | 53.74 | 52.64 | |
| Global-CLIPp (sampling rate)=25, W (window size)=50, Evaluation Protocol=linear probe2026.06 | 53.19 | 52.22 | |
| SmellNet (LSTM)p (sampling rate)=25, W (window size)=50, Evaluation Protocol=linear probe2026.06 | 50.6 | 48.8 | |
| SmellNet (Transformer)p (sampling rate)=25, W (window size)=50, Evaluation Protocol=linear probe2026.06 | 50.6 | 49.5 |