Multi-Label Remote Sensing Image Retrieval on DLRSD
77.71mAP (sim) @ 5000Wg-MACL
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Wg-MACLWeighting=Weighted2025.12 | 77.71 | 80.2 | 29.26 | 13.19 | 5.31 | 77.88 | 19.13 | |
| LReg2025.12 | 75.23 | 77.6 | 29.64 | 13.6 | 5.96 | 74.69 | 15.57 | |
| OML2025.12 | 73.27 | 76.08 | 29.28 | 13.13 | 5.07 | 71.58 | 18.17 | |
| MACL2025.12 | 72.14 | 75.17 | 28.95 | 14.28 | 6.85 | 73.92 | 16.13 | |
| L-W/O-RegConfiguration=without Reg2025.12 | 70.88 | 73.68 | 30.25 | 13.72 | 5.58 | 74.72 | 15.27 | |
| Wg-MulSupConWeighting=Weighted2025.12 | 70.32 | 73.5 | 30.34 | 13.69 | 5.47 | 74.88 | 15.17 | |
| LProto2025.12 | 70.03 | 73.14 | 30.25 | 13.71 | 5.43 | 74.47 | 15.34 | |
| MulSupCon2025.12 | 69.71 | 72.51 | 29.7 | 13.27 | 5.01 | 74.43 | 14.67 | |
| LBase2025.12 | 69.14 | 71.43 | 30.36 | 13.47 | 5.12 | 74 | 14.31 | |
| LMsc2025.12 | 69.09 | 71.54 | 30.14 | 13.41 | 5.27 | 74.15 | 14.82 | |
| SupCon ALLConfiguration=ALL2025.12 | 68.72 | 71.14 | 30.12 | 13.45 | 5.32 | 73.27 | 14.3 | |
| SupCon ANYConfiguration=ANY2025.12 | 68.43 | 69.85 | 30.13 | 13.55 | 5.49 | 72.42 | 13.76 | |
| Sim-Dis Loss2025.12 | 67.74 | 70.01 | 30.12 | 13.55 | 5.31 | 72.67 | 13.37 |