Semantic Change Detection on VL-CMU-CD
77.6F1-score (t0->t1)C-3PO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 77.6 | 4.6 | 0.02 | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 77.4 | 4.5 | 0.02 | |
| GeSCFTraining Protocol=Zero-shot2024.09 | 75.4 | 75.4 | 1 | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 74.7 | 2.1 | 0.01 | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 74.2 | 1.6 | 0.01 | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 64.2 | 64.8 | 0.61 | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 60.6 | 61.7 | 0.58 | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 58.4 | 63.5 | 0.63 | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=VL-CMU-CD2024.09 | 45.6 | 61.9 | 0.4 | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 27.5 | 27.5 | 1 | |
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 27 | 27 | 1 | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 20.9 | 21.4 | 0.56 | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 20.3 | 4.9 | 0.05 | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 20.1 | 3.5 | 0.04 | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 18.1 | 17.4 | 0.61 | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=TSUNAMI2024.09 | 17.6 | 17.1 | 0.63 | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 17.5 | 3.1 | 0.02 | |
| CSCDNetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 17 | 22.1 | 0.4 | |
| DR-TANetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 14.8 | 17.3 | 0.53 | |
| CDResNetTraining Protocol=Uni-temporal Training, Training Dataset=TSUNAMI2024.09 | 13.2 | 18.4 | 0.42 | |
| DR-TANetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 7.5 | 3.7 | 0.48 | |
| CDResNetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 4 | 2 | 0.75 | |
| C-3POTraining Protocol=Uni-temporal Training, Training Dataset=ChangeSim2024.09 | 1.6 | 1.6 | 1 | |
| C-3POTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 0.4 | 0.4 | 1 | |
| CSCDNetTraining Protocol=Bi-temporal Training, Training Dataset=ChangeSim2024.09 | 0.2 | 0.1 | 0.86 |