Object Change Proposal on SECOND binary
69.5F1 ScoreAnyChange (Oracle)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AnyChange (Oracle)Backbone=ViT-B, Level=Pixel and Instance2024.02 | 69.5 | 68.2 | 70.8 | 16.8 | |
| AnyChange (Oracle)Backbone=ViT-H, Level=Pixel and Instance2024.02 | 69.5 | 63.7 | 76.5 | 19.3 | |
| AnyChange (Oracle)Backbone=ViT-L, Level=Pixel and Instance2024.02 | 69.1 | 63 | 76.5 | 19.9 | |
| AnyChangeBackbone=ViT-B, Level=Pixel and Instance2024.02 | 44.6 | 30.5 | 83.2 | 27 | |
| AnyChangeBackbone=ViT-L, Level=Pixel and Instance2024.02 | 42.3 | 27.9 | 87.4 | 28.6 | |
| AnyChangeBackbone=ViT-H, Level=Pixel and Instance2024.02 | 41.8 | 27.4 | 88.7 | 29 | |
| DINOv2+CVABackbone=ViT-G/14, Level=Pixel2024.02 | 41.4 | 26.9 | 89.4 | — | |
| SAM+CVA MatchBackbone=ViT-H, Level=Pixel and Instance2024.02 | 35.6 | 22.1 | 91.1 | 25.7 | |
| SAM+CVA MatchBackbone=ViT-L, Level=Pixel and Instance2024.02 | 35.3 | 22 | 90.1 | 25.5 | |
| SAM+CVA MatchBackbone=ViT-B, Level=Pixel and Instance2024.02 | 34.1 | 23.9 | 59.5 | 18.6 | |
| CVALevel=Pixel2024.02 | 30.2 | 26.5 | 35.2 | — | |
| SAM+Mask MatchBackbone=ViT-B, Level=Pixel and Instance2024.02 | 23.5 | 30.3 | 19.2 | 7.2 | |
| SAM+Mask MatchBackbone=ViT-L, Level=Pixel and Instance2024.02 | 16 | 29 | 11 | 4.2 | |
| SAM+Mask MatchBackbone=ViT-H, Level=Pixel and Instance2024.02 | 14.2 | 28.8 | 9.5 | 3.7 |