Image Classification on FLIR ADAS Thermal Domain (test)
87.59Accuracy (Bicycle)Target only
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Target onlyadaptation_setting=target only baseline2021.06 | 87.59 | 98.78 | 96.35 | 94.24 | |
| SGADAadaptation_setting=unsupervised domain adaptation2021.06 | 87.13 | 94.44 | 92.03 | 91.2 | |
| ADDAadaptation_setting=unsupervised domain adaptation2021.06 | 86.67 | 96.95 | 89.1 | 90.9 | |
| MCD-DAadaptation_setting=unsupervised domain adaptation2021.06 | 81.71 | 94.9 | 91.83 | 89.48 | |
| DANNadaptation_setting=unsupervised domain adaptation2021.06 | 78.16 | 95.07 | 96.24 | 89.82 | |
| CDANadaptation_setting=unsupervised domain adaptation2021.06 | 78.16 | 97.1 | 94.82 | 90.03 | |
| DTAadaptation_setting=unsupervised domain adaptation2021.06 | 75.45 | 97.65 | 92.45 | 88.52 | |
| Source onlyadaptation_setting=source only baseline2021.06 | 69.89 | 83.89 | 86.52 | 80.1 | |
| Pixel-DAadaptation_setting=unsupervised domain adaptation2021.06 | 62.53 | 89.99 | 76.73 | 76.42 |