Change Detection on DynamicEarthNet
37.7F1 ScoreLaVIDE (GeoRSCLIP)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LaVIDE (GeoRSCLIP)Type=Language-Vision, Params.(M)=59.5, FLOPs(G)=389.92024.11 | 37.7 | 23.3 | |
| LaVIDE (CLIP)Type=Language-Vision, Params.(M)=59.5, FLOPs(G)=389.92024.11 | 37.6 | 23.2 | |
| FHDType=Vision, Params.(M)=29.2, FLOPs(G)=118.12024.11 | 32.8 | 19.6 | |
| ChangeMambaType=Vision, Params.(M)=91.6, FLOPs(G)=209.52024.11 | 32.5 | 19.4 | |
| MapFormerType=Vision, Params.(M)=34.5, FLOPs(G)=90.12024.11 | 32 | 19 | |
| ChangeFormerType=Vision, Params.(M)=41.1, FLOPs(G)=1590.02024.11 | 31.2 | 18.5 | |
| CDMambaType=Vision, Params.(M)=19.2, FLOPs(G)=243.02024.11 | 30 | 17.7 | |
| UPerNetType=Category, Params.(M)=59.8, FLOPs(G)=442.92024.11 | 21.8 | 12.2 | |
| SegFormerType=Category, Params.(M)=27.5, FLOPs(G)=37.72024.11 | 21.2 | 11.9 | |
| SETR PUPType=Category, Params.(M)=307.8, FLOPs(G)=115.72024.11 | 20.8 | 11.6 | |
| SSG2Type=Category, Params.(M)=72.4, FLOPs(G)=569.52024.11 | 17.2 | 9.4 | |
| CGNetType=Vision, Params.(M)=48.4, FLOPs(G)=660.52024.11 | 16 | 8.7 | |
| ChangerExType=Vision, Params.(M)=26.6, FLOPs(G)=75.42024.11 | 15.3 | 8.3 | |
| SNUNetType=Vision, Params.(M)=3.3, FLOPs(G)=110.62024.11 | 4.4 | 2.3 |