Semantic Change Detection on ChangeSim
54.8F1 (t0->t1)GeSCF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GeSCFTraining Protocol=Zero-shot2024.09 | 54.8 | 54.8 | 1 | — | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 43.1 | 18.9 | 0.31 | — | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 41.3 | 18.2 | 0.18 | — | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 40.3 | 18 | 0.18 | — | |
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 34.3 | 34.3 | 1 | — | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 33.7 | 33.7 | 1 | — | |
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 30.4 | 21 | 0.16 | — | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 30 | 29.4 | 0.46 | — | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 28.9 | 29 | 0.48 | — | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 28.6 | 28.7 | 0.46 | — | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 27.9 | 21.4 | 0.32 | — | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 27.8 | 30.5 | 0.29 | — | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 27.5 | 18 | 0.19 | — | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 26.3 | 29 | 0.31 | — | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 25.5 | 13.6 | 0.09 | — | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 25.4 | 13.2 | 0.12 | — | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 24.4 | 26.8 | 0.35 | — | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 24 | 23.9 | 0.42 | — | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 21.2 | 23.8 | 0.51 | — | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 19.8 | 20.7 | 0.48 | — | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 19.5 | 18.6 | 0.49 | — | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 18 | 23 | 0.26 | — | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 18 | 18 | 1 | — | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 17.7 | 14.1 | 0.29 | — | |
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 15.8 | 15.8 | 1 | — | |
| C-3PO2025.12 | — | — | — | 44.7 | |
| CDResNet2025.12 | — | — | — | 41.3 | |
| CSCDNet2025.12 | — | — | — | 43.1 | |
| DR-TANet2025.12 | — | — | — | 40.3 | |
| GeSCF2025.12 | — | — | — | 54.8 | |
| SceneDiff2025.12 | — | — | — | 57.6 |