Object Detection on FLIR 10-shot (test)
71.15mAP50MS-YOLOW-M
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MS-YOLOW-MSpectrum=RGB+IR, Backbone=CSPDarknet2025.12 | 71.15 | 59.37 | 79.58 | 74.6 | |
| MS-GDINO-TSpectrum=RGB+IR, Backbone=SwinT2025.12 | 70.25 | 57.86 | 78.89 | 73.97 | |
| YOLOW-MSpectrum=IR, Backbone=CSPDarknet2025.12 | 69.78 | 54.08 | 78.53 | 76.74 | |
| GDINO-TSpectrum=IR, Backbone=SwinT2025.12 | 64.15 | 46.22 | 74.49 | 71.74 | |
| GDINO-TSpectrum=RGB, Backbone=SwinT2025.12 | 57.8 | 43.22 | 69.66 | 60.52 | |
| YOLOW-MSpectrum=RGB, Backbone=CSPDarknet2025.12 | 55.34 | 42.57 | 67.79 | 55.66 | |
| DAMSDetSpectrum=RGB+IR, Backbone=Resnet502025.12 | 47.4 | 39.69 | 50.31 | 52.19 | |
| CAFF-DINOSpectrum=RGB+IR, Backbone=Resnet502025.12 | 32.23 | 24.3 | 40.5 | 31.9 |