Change Detection on SECOND (test)
48.2F1 ScoreAnyChange + ChangeStar (1x256)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnyChange + ChangeStar (1x256)training_source=pseudo labels from AnyChange ViT-B, Backbone=R-502024.02 | 48.2 | 33.5 | 86.4 | |
| GeSCFmode=unsupervised, learning_setting=zero-shot2024.09 | 48 | 52.2 | 44.4 | |
| AnyChange + ChangeStar (1x256)training_source=pseudo labels from AnyChange ViT-H, Backbone=R-502024.02 | 45 | 30.2 | 88.2 | |
| AnyChangemode=zero-shot, Backbone=ViT-B2024.02 | 44.6 | 30.5 | 83.2 | |
| I3PEBackbone=R-502024.02 | 43.8 | 36.3 | 55.3 | |
| AnyChangemode=zero-shot, Backbone=ViT-H2024.02 | 41.8 | 27.4 | 88.7 | |
| DINOv2+CVAmode=zero-shot, Backbone=ViT-G/142024.02 | 41.4 | 26.9 | 89.4 | |
| DCVA2024.02 | 36.8 | 29.6 | 48.7 | |
| DCVAmode=unsupervised2024.09 | 36.8 | 29.6 | 48.7 | |
| KPCA-MNet2024.02 | 36.7 | 29.5 | 48.5 | |
| KPCA-MNetmode=unsupervised2024.09 | 36.7 | 29.5 | 48.5 | |
| IRMAD2024.02 | 34.5 | 28.6 | 43.6 | |
| OBCD2024.02 | 34.3 | 29.6 | 40.7 | |
| OBCDmode=unsupervised2024.09 | 34.3 | 29.6 | 40.7 | |
| DCAE2024.02 | 33.4 | 35.7 | 31.4 | |
| DCAEmode=unsupervised2024.09 | 33.4 | 35.7 | 31.4 | |
| DSFA2024.02 | 33 | 24.2 | 51.9 | |
| DSFAmode=unsupervised2024.09 | 33 | 24.2 | 51.9 | |
| ISFA2024.02 | 32.9 | 29.8 | 36.8 | |
| ISFAmode=unsupervised2024.09 | 32.9 | 29.8 | 36.8 |