Change Detection on BANDON
0.73F1 Score (%)LaVIDE (CLIP)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LaVIDE (CLIP)Type=Language-Vision, Params.(M)=59.5, FLOPs(G)=389.92024.11 | 0.73 | 0.575 | |
| LaVIDE (GeoRSCLIP)Type=Language-Vision, Params.(M)=59.5, FLOPs(G)=389.92024.11 | 0.727 | 0.571 | |
| MapFormerType=Vision, Params.(M)=34.5, FLOPs(G)=90.12024.11 | 0.714 | 0.555 | |
| CGNetType=Vision, Params.(M)=48.4, FLOPs(G)=660.52024.11 | 0.713 | 0.554 | |
| ChangeFormerType=Vision, Params.(M)=41.1, FLOPs(G)=1590.02024.11 | 0.698 | 0.536 | |
| FHDType=Vision, Params.(M)=29.2, FLOPs(G)=118.12024.11 | 0.69 | 0.527 | |
| ChangeMambaType=Vision, Params.(M)=91.6, FLOPs(G)=209.52024.11 | 0.555 | 0.384 | |
| CDMambaType=Vision, Params.(M)=19.2, FLOPs(G)=243.02024.11 | 0.487 | 0.322 | |
| SNUNetType=Vision, Params.(M)=3.3, FLOPs(G)=110.62024.11 | 0.42 | 0.266 | |
| ChangerExType=Vision, Params.(M)=26.6, FLOPs(G)=75.42024.11 | 0.263 | 0.152 | |
| SegFormerType=Category, Params.(M)=27.5, FLOPs(G)=37.72024.11 | 0.251 | 0.144 | |
| SETR PUPType=Category, Params.(M)=307.8, FLOPs(G)=115.72024.11 | 0.248 | 0.142 | |
| SSG2Type=Category, Params.(M)=72.4, FLOPs(G)=569.52024.11 | 0.237 | 0.134 | |
| UPerNetType=Category, Params.(M)=59.8, FLOPs(G)=442.92024.11 | 0.227 | 0.128 |