Object Change Proposal on LEVIR-CD
76.3F1AnyChange (Oracle)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AnyChange (Oracle)Backbone=ViT-H, Level=Pixel and Instance2024.02 | 76.3 | 64.7 | 93.1 | 51.4 | |
| AnyChange (Oracle)Backbone=ViT-L, Level=Pixel and Instance2024.02 | 75.3 | 65.4 | 88.7 | 44.8 | |
| AnyChange (Oracle)Backbone=ViT-B, Level=Pixel and Instance2024.02 | 73.3 | 65.2 | 83.6 | 37.3 | |
| AnyChangeBackbone=ViT-B, Level=Pixel and Instance2024.02 | 23.4 | 13.7 | 83 | 32.6 | |
| AnyChangeBackbone=ViT-H, Level=Pixel and Instance2024.02 | 23 | 13.3 | 85 | 43.4 | |
| AnyChangeBackbone=ViT-L, Level=Pixel and Instance2024.02 | 21.9 | 12.5 | 87.1 | 39.5 | |
| SAM+Mask MatchBackbone=ViT-H, Level=Pixel and Instance2024.02 | 17.8 | 12.6 | 30.2 | 16.1 | |
| DINOv2+CVABackbone=ViT-G/14, Level=Pixel2024.02 | 17.3 | 9.5 | 96.6 | — | |
| SAM+Mask MatchBackbone=ViT-L, Level=Pixel and Instance2024.02 | 16.8 | 11.9 | 28.8 | 13.4 | |
| SAM+CVA MatchBackbone=ViT-L, Level=Pixel and Instance2024.02 | 13.2 | 7.2 | 88.2 | 29.7 | |
| SAM+CVA MatchBackbone=ViT-H, Level=Pixel and Instance2024.02 | 13.2 | 7.1 | 92.3 | 36.8 | |
| SAM+CVA MatchBackbone=ViT-B, Level=Pixel and Instance2024.02 | 12.7 | 7.5 | 41.9 | 9 | |
| CVALevel=Pixel2024.02 | 12.2 | 7.5 | 32.6 | — | |
| SAM+Mask MatchBackbone=ViT-B, Level=Pixel and Instance2024.02 | 12.2 | 8.7 | 20.2 | 6.8 |