Semantic Change Detection on TSUNAMI
84.2F1 Score (t0->t1)C-3PO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 84.2 | 84.2 | 1 | — | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 84.1 | 84.1 | 1 | — | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 83.6 | 60.3 | 0.46 | — | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 82.8 | 51.5 | 0.38 | — | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 82.4 | 82.8 | 0.82 | — | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 82 | 57.6 | 0.44 | — | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 81.7 | 81.8 | 0.81 | — | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 81.1 | 82 | 0.76 | — | |
| GeSCFTraining Protocol=Zero-shot2024.09 | 72.8 | 72.8 | 1 | — | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 8.5 | 7.5 | 0.12 | — | |
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 8 | 34.3 | 0.02 | — | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 5.6 | 19.4 | 0.02 | — | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 5 | 8.3 | 0.01 | — | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 5 | 3.8 | 0.18 | — | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 4.7 | 1 | 0.69 | — | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 4.6 | 9.9 | 0.01 | — | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 3.5 | 1.2 | 0.02 | — | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 2.6 | 6.7 | 0 | — | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 2.6 | 1.8 | 0.13 | — | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 2.5 | 6.6 | 0.01 | — | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 2.5 | 1.4 | 0.07 | — | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 2.3 | 4.6 | 0 | — | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 1.2 | 1.2 | 1 | — | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 1.1 | 0.5 | 0.53 | — | |
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 0.3 | 0.3 | 1 | — | |
| C-3PO2026.05 | — | — | — | 86.5 | |
| CSCDNet2026.05 | — | — | — | 84.8 | |
| DR-TANet2026.05 | — | — | — | 84.5 | |
| FC-EF2026.05 | — | — | — | 77.7 | |
| FC-Siam-conc2026.05 | — | — | — | 81.6 | |
| FC-Siam-diff2026.05 | — | — | — | 79.5 | |
| GeSCD2026.05 | — | — | — | 72.8 | |
| RobustSCD2026.05 | — | — | — | 88.1 | |
| TERDNet2026.05 | — | — | — | 89.5 | |
| ZSSCD2026.05 | — | — | — | 56.5 |