Semantic Change Detection on ChangeVPR SF-XL (U) (test)
71.2F1 (t0->t1)GeSCF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GeSCFTraining Strategy=Zero-shot, Training Dataset=N/A2024.09 | 71.2 | 71.2 | 1 | |
| C-3POTraining Strategy=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 50 | 50 | 1 | |
| C-3POTraining Strategy=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 50 | 50 | 1 | |
| CSCDNetTraining Strategy=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 42.8 | 42.9 | 0.67 | |
| CDResNetTraining Strategy=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 40 | 40.1 | 0.71 | |
| CSCDNetTraining Strategy=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 38.9 | 39.6 | 0.55 | |
| C-3POTraining Strategy=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 38.7 | 32.8 | 0.07 | |
| DR-TANetTraining Strategy=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 38.6 | 38.7 | 0.71 | |
| CDResNetTraining Strategy=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 36.6 | 37.4 | 0.59 | |
| DR-TANetTraining Strategy=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 35.2 | 36.1 | 0.62 | |
| CSCDNetTraining Strategy=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 32.8 | 28.1 | 0.08 | |
| CSCDNetTraining Strategy=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 28.6 | 23.1 | 0.07 | |
| DR-TANetTraining Strategy=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 27.5 | 25 | 0.08 | |
| CDResNetTraining Strategy=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 26.6 | 23.4 | 0.07 | |
| CSCDNetTraining Strategy=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 24.1 | 25.4 | 0.4 | |
| C-3POTraining Strategy=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 23.3 | 23.2 | 0.5 | |
| CDResNetTraining Strategy=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 23.1 | 23.3 | 0.37 | |
| CDResNetTraining Strategy=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 22.9 | 18.9 | 0.08 | |
| DR-TANetTraining Strategy=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 22.5 | 19.6 | 0.05 | |
| DR-TANetTraining Strategy=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 17 | 17.3 | 0.27 | |
| CSCDNetTraining Strategy=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 13.3 | 12.1 | 0.31 | |
| DR-TANetTraining Strategy=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 12.8 | 12.5 | 0.12 | |
| CDResNetTraining Strategy=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 11.4 | 9.6 | 0.26 | |
| C-3POTraining Strategy=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 6 | 6 | 1 | |
| C-3POTraining Strategy=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 4 | 4 | 1 |