Object Change Proposal on S2Looking binary
62.2F1 ScoreAnyChange (Oracle)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AnyChange (Oracle)Backbone=ViT-L, Level=Pixel and Instance2024.02 | 62.2 | 57.6 | 67.6 | 30.6 | |
| AnyChange (Oracle)Backbone=ViT-H, Level=Pixel and Instance2024.02 | 61 | 53.2 | 71.3 | 31.6 | |
| AnyChange (Oracle)Backbone=ViT-B, Level=Pixel and Instance2024.02 | 60.3 | 53.4 | 69.1 | 29.8 | |
| AnyChangeBackbone=ViT-B, Level=Pixel and Instance2024.02 | 7.4 | 3.9 | 94 | 48.3 | |
| AnyChangeBackbone=ViT-L, Level=Pixel and Instance2024.02 | 6.5 | 3.3 | 93 | 50.1 | |
| AnyChangeBackbone=ViT-H, Level=Pixel and Instance2024.02 | 6.4 | 3.3 | 93.2 | 50.4 | |
| CVALevel=Pixel2024.02 | 5.8 | 3.1 | 44.3 | — | |
| SAM+Mask MatchBackbone=ViT-B, Level=Pixel and Instance2024.02 | 4.7 | 2.6 | 28.6 | 15.1 | |
| DINOv2+CVABackbone=ViT-G/14, Level=Pixel2024.02 | 4.3 | 2.2 | 92.9 | — | |
| SAM+Mask MatchBackbone=ViT-H, Level=Pixel and Instance2024.02 | 4.1 | 2.5 | 13.1 | 8.6 | |
| SAM+Mask MatchBackbone=ViT-L, Level=Pixel and Instance2024.02 | 4 | 2.3 | 13.6 | 8.5 | |
| SAM+CVA MatchBackbone=ViT-B, Level=Pixel and Instance2024.02 | 3.7 | 1.9 | 78.3 | 31.5 | |
| SAM+CVA MatchBackbone=ViT-L, Level=Pixel and Instance2024.02 | 3 | 1.5 | 95.5 | 40.3 | |
| SAM+CVA MatchBackbone=ViT-H, Level=Pixel and Instance2024.02 | 2.9 | 1.5 | 96.3 | 41.2 |