Ship Re-identification on HOSS-ReID Optical to SAR
55.6mAPDRI-L
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DRI-LBackbone=DINOv3, Trainable Params (M)=7.052025.12 | 55.6 | 43.1 | 76.9 | 86.2 | |
| SDF-NetTask Type=Cross-modal ReID, Venue=-2026.03 | 50 | 35.4 | 67.7 | 86.2 | |
| TransOSSBackbone=Transformer, Trainable Params (M)=86.00, Pre-training=With optical-SAR image pairs2025.12 | 48.9 | 33.8 | 67.7 | 80 | |
| TransOSSTask Type=Cross-modal ReID, Venue=ICCV20252026.03 | 48.9 | 33.8 | 67.7 | 80 | |
| DRI-SBackbone=DINOv3, Trainable Params (M)=1.542025.12 | 40.7 | 24.6 | 60 | 72.3 | |
| DRI-BBackbone=DINOv3, Trainable Params (M)=2.932025.12 | 39.3 | 26.2 | 58.5 | 73.8 | |
| D2InterNetTask Type=Single modality ReID, Venue=SIGIR20252026.03 | 33 | 21.5 | 41.5 | 69.8 | |
| DEENBackbone=ResNet2025.12 | 31.3 | 21.5 | 44.6 | 60 | |
| DEENTask Type=Cross-modal ReID, Venue=CVPR20232026.03 | 31.3 | 21.5 | 44.6 | 60 | |
| TransOSSBackbone=Transformer, Trainable Params (M)=86.00, Pre-training=Without optical-SAR image pairs2025.12 | 30.2 | 16.9 | 49.2 | 63.1 | |
| TransReIDBackbone=Transformer, Trainable Params (M)=86.002025.12 | 27.3 | 18.5 | 40 | 58.5 | |
| TransReIDTask Type=Single modality ReID, Venue=ICCV20212026.03 | 27.3 | 18.5 | 40 | 58.5 | |
| DeiT-baseBackbone=Transformer, Trainable Params (M)=86.002025.12 | 25.9 | 16.1 | 36.7 | 59.1 | |
| DeiT-baseTask Type=General model, Venue=ICML20212026.03 | 25.9 | 16.1 | 36.7 | 59.1 | |
| VersReIDBackbone=Transformer, Trainable Params (M)=85.902025.12 | 25.7 | 13.8 | 40 | 61.5 | |
| VersReIDTask Type=Cross-modal ReID, Venue=TPAMI20242026.03 | 25.7 | 13.8 | 40 | 61.5 | |
| SOLIDERBackbone=Transformer2025.12 | 23.1 | 12.3 | 38.5 | 52.3 | |
| SOLIDERTask Type=Single modality ReID, Venue=CVPR20232026.03 | 23.1 | 12.3 | 38.5 | 52.3 | |
| ViT-baseBackbone=Transformer, Trainable Params (M)=86.002025.12 | 21.5 | 12.3 | 33.8 | 55.4 | |
| ViT-baseTask Type=General model, Venue=Arxiv20202026.03 | 21.5 | 12.3 | 33.8 | 55.4 | |
| HSFLNetTask Type=Cross-modal ReID, Venue=EAAI20252026.03 | 19 | 13.9 | 24.6 | 32.3 | |
| MCJABackbone=ResNet, Trainable Params (M)=26.402025.12 | 18.6 | 10.8 | 27.7 | 38.5 | |
| MCJATask Type=Cross-modal ReID, Venue=TCSVT20242026.03 | 18.6 | 10.8 | 27.7 | 38.5 | |
| AGWBackbone=ResNet, Trainable Params (M)=33.722025.12 | 17.2 | 7.7 | 29.2 | 38.5 | |
| AGWTask Type=Single modality ReID, Venue=TPAMI20212026.03 | 17.2 | 7.7 | 29.2 | 38.5 | |
| LbABackbone=ResNet, Trainable Params (M)=23.522025.12 | 11.9 | 4.6 | 23.1 | 41.5 | |
| LbATask Type=Cross-modal ReID, Venue=CVPR20212026.03 | 11.9 | 4.6 | 23.1 | 41.5 | |
| ViT-SBackbone=DINOv3, Trainable Params (M)=0.142025.12 | 11.3 | 4.6 | 21.5 | 26.2 | |
| Hc-TriBackbone=ResNet2025.12 | 11.1 | 6.2 | 15.4 | 24.6 | |
| Hc-TriTask Type=Cross-modal ReID, Venue=TMM20202026.03 | 11.1 | 6.2 | 15.4 | 24.6 | |
| ViT-LBackbone=DINOv3, Trainable Params (M)=0.372025.12 | 10.4 | 6.2 | 12.3 | 15.4 | |
| ViT-BBackbone=DINOv3, Trainable Params (M)=0.282025.12 | 10.2 | 6.2 | 16.9 | 21.5 | |
| AMMLTask Type=Cross-modal ReID, Venue=IJCV20252026.03 | 9.1 | 4.6 | 10.8 | 21.5 | |
| CM-NASBackbone=ResNet2025.12 | 8.2 | 1.5 | 10.8 | 21.5 | |
| CM-NASTask Type=Cross-modal ReID, Venue=CVPR20212026.03 | 8.2 | 1.5 | 10.8 | 21.5 |