Ship Re-identification on CMShipReID TIR to NIR Part II
64.3mAPDRI-L
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DRI-LTrainable Params (M)=6.78, Backbone=Large Vision Transformer2025.12 | 64.3 | 83.7 | 95.6 | 97.6 | |
| DEEN2025.12 | 60.79 | 45.3 | 80.74 | 92.21 | |
| DART2025.12 | 57.73 | 42.84 | 75.93 | 87.71 | |
| DRI-BTrainable Params (M)=2.73, Backbone=Base Vision Transformer2025.12 | 56.4 | 81.1 | 94.5 | 96.9 | |
| MMD2025.12 | 51.19 | 37.22 | 68.86 | 83.32 | |
| AGWTrainable Params (M)=33.722025.12 | 44.92 | 29.36 | 62.71 | 78.89 | |
| LbATrainable Params (M)=23.522025.12 | 42.17 | 25.74 | 61.46 | 79.52 | |
| DRI-STrainable Params (M)=1.44, Backbone=Small Vision Transformer2025.12 | 42 | 72.3 | 90.3 | 94.2 | |
| DDAG2025.12 | 39.69 | 24.74 | 55.91 | 73 | |
| CAJ2025.12 | 33.33 | 18.97 | 47.54 | 66.14 | |
| ViT-LTrainable Params (M)=0.10, Backbone=Frozen Large Vision Transformer2025.12 | 32.5 | 62.3 | 81.5 | 87.3 | |
| ViT-BTrainable Params (M)=0.08, Backbone=Frozen Base Vision Transformer2025.12 | 26.4 | 55.5 | 76.3 | 81.5 | |
| ViT-STrainable Params (M)=0.04, Backbone=Frozen Small Vision Transformer2025.12 | 25 | 54.8 | 73.9 | 81.1 |