Ship Re-identification on HOSS-ReID SAR to Optical
46.6mAPSDF-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SDF-NetTask Type=Cross-modal ReID, Venue=-2026.03 | 46.6 | 38.8 | 70.1 | 76.1 | |
| DRI-SBackbone=DINOv3, Trainable Params (M)=1.542025.12 | 46.1 | 43.3 | 67.2 | 77.6 | |
| DRI-LBackbone=DINOv3, Trainable Params (M)=7.052025.12 | 45 | 34.3 | 61.2 | 76.1 | |
| DRI-BBackbone=DINOv3, Trainable Params (M)=2.932025.12 | 39.5 | 29.9 | 59.7 | 74.6 | |
| TransOSSBackbone=Transformer, Trainable Params (M)=86.00, Pre-training=With optical-SAR image pairs2025.12 | 38.7 | 29.9 | 59.7 | 71.6 | |
| TransOSSTask Type=Cross-modal ReID, Venue=ICCV20252026.03 | 38.7 | 29.9 | 59.7 | 71.6 | |
| TransOSSBackbone=Transformer, Trainable Params (M)=86.00, Pre-training=Without optical-SAR image pairs2025.12 | 29.1 | 20.9 | 49.3 | 64.2 | |
| D2InterNetTask Type=Single modality ReID, Venue=SIGIR20252026.03 | 28.8 | 25.4 | 38.8 | 50.7 | |
| VersReIDBackbone=Transformer, Trainable Params (M)=85.902025.12 | 27.7 | 17.9 | 44.8 | 61.2 | |
| VersReIDTask Type=Cross-modal ReID, Venue=TPAMI20242026.03 | 27.7 | 17.9 | 44.8 | 61.2 | |
| DEENBackbone=ResNet2025.12 | 27.4 | 22.4 | 40.3 | 53.7 | |
| DEENTask Type=Cross-modal ReID, Venue=CVPR20232026.03 | 27.4 | 22.4 | 40.3 | 53.7 | |
| DeiT-baseBackbone=Transformer, Trainable Params (M)=86.002025.12 | 26.1 | 20.3 | 35.7 | 52 | |
| DeiT-baseTask Type=General model, Venue=ICML20212026.03 | 26.1 | 10.3 | 35.7 | 52 | |
| AGWBackbone=ResNet, Trainable Params (M)=33.722025.12 | 21.1 | 14.9 | 34.3 | 46.3 | |
| AGWTask Type=Single modality ReID, Venue=TPAMI20212026.03 | 21.1 | 14.9 | 34.3 | 46.3 | |
| TransReIDBackbone=Transformer, Trainable Params (M)=86.002025.12 | 20.9 | 11.9 | 34.3 | 43.3 | |
| TransReIDTask Type=Single modality ReID, Venue=ICCV20212026.03 | 20.9 | 11.9 | 34.3 | 43.3 | |
| MCJABackbone=ResNet, Trainable Params (M)=26.402025.12 | 19.7 | 14.9 | 28.3 | 43.3 | |
| MCJATask Type=Cross-modal ReID, Venue=TCSVT20242026.03 | 19.7 | 14.9 | 28.3 | 43.3 | |
| HSFLNetTask Type=Cross-modal ReID, Venue=EAAI20252026.03 | 19.2 | 19.4 | 26.9 | 46.3 | |
| ViT-baseBackbone=Transformer, Trainable Params (M)=86.002025.12 | 17.9 | 10.4 | 25.4 | 32.8 | |
| ViT-baseTask Type=General model, Venue=Arxiv20202026.03 | 17.9 | 10.4 | 25.4 | 32.8 | |
| SOLIDERBackbone=Transformer2025.12 | 14.6 | 10.4 | 16.4 | 31.3 | |
| SOLIDERTask Type=Single modality ReID, Venue=CVPR20232026.03 | 14.6 | 10.4 | 16.4 | 31.3 | |
| Hc-TriBackbone=ResNet2025.12 | 10.9 | 7.5 | 20.9 | 29.9 | |
| Hc-TriTask Type=Cross-modal ReID, Venue=TMM20202026.03 | 10.9 | 7.5 | 20.9 | 29.9 | |
| AMMLTask Type=Cross-modal ReID, Venue=IJCV20252026.03 | 9.2 | 4.5 | 13.4 | 20.9 | |
| LbABackbone=ResNet, Trainable Params (M)=23.522025.12 | 8.5 | 6 | 14.9 | 22.4 | |
| LbATask Type=Cross-modal ReID, Venue=CVPR20212026.03 | 8.5 | 6 | 14.9 | 22.4 | |
| CM-NASBackbone=ResNet2025.12 | 7.6 | 4.5 | 11.9 | 19.4 | |
| CM-NASTask Type=Cross-modal ReID, Venue=CVPR20212026.03 | 7.6 | 4.5 | 11.9 | 19.4 | |
| ViT-SBackbone=DINOv3, Trainable Params (M)=0.142025.12 | 5.8 | 4.5 | 10.4 | 14.9 | |
| ViT-BBackbone=DINOv3, Trainable Params (M)=0.282025.12 | 4.7 | 4.5 | 4.5 | 9 | |
| ViT-LBackbone=DINOv3, Trainable Params (M)=0.372025.12 | 3.8 | 1.5 | 6 | 11.9 |