Change Detection on GVLM
91.56PrecisionA2Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| A2Net2024.04 | 91.56 | 97.76 | 72.85 | 81.14 | 82.96 | |
| CaCotraining_setup=Supervised2026.02 | 91.4 | — | 89.2 | 90.3 | — | |
| ChangeMambatraining_setup=Supervised2026.02 | 91.2 | — | 90.4 | 90.8 | — | |
| MaskCD2024.04 | 91.14 | 98.7 | 89.05 | 90.08 | 90.29 | |
| MaSoNtraining_setup=Supervised2026.02 | 91.1 | — | 89.4 | 90.3 | — | |
| MTPtraining_setup=Supervised2026.02 | 90.8 | — | 89 | 89.9 | — | |
| GFMtraining_setup=Supervised2026.02 | 90.5 | — | 89.2 | 89.8 | — | |
| ChFormertraining_setup=Supervised2026.02 | 90.4 | — | 86.6 | 88.5 | — | |
| SatMAEtraining_setup=Supervised2026.02 | 90.2 | — | 89.3 | 89.8 | — | |
| BiFAtraining_setup=Supervised2026.02 | 89.9 | — | 88.2 | 89 | — | |
| BITtraining_setup=Supervised2026.02 | 89.8 | — | 87.9 | 88.8 | — | |
| BIT2024.04 | 89.75 | 98.41 | 85.71 | 87.68 | 88.19 | |
| ChangeFormer2024.04 | 89.43 | 98.31 | 84.41 | 86.85 | 87.48 | |
| SNUNet2024.04 | 88.5 | 98.41 | 87.28 | 87.88 | 88.35 | |
| SwinSUNettraining_setup=Supervised2026.02 | 88.2 | — | 92 | 90 | — | |
| Siam-Diff2024.04 | 87.91 | 98.01 | 81 | 84.31 | 85.39 | |
| SNUNet2026.05 | 87.82 | 98.97 | 91.67 | 89.68 | 80.85 | |
| RDPNet2024.04 | 87.51 | 98.27 | 86.1 | 86.8 | 87.42 | |
| DMINet2024.04 | 87.38 | 98.25 | 85.91 | 86.64 | 87.28 | |
| ICIFNet2024.04 | 87.35 | 98.31 | 87.1 | 87.22 | 87.78 | |
| OmniCDprompt=Identify changes in landslide in the image.2026.05 | 85.38 | 97.82 | 89.71 | 87.53 | 77.99 | |
| FCS-Difftraining_setup=Supervised2026.02 | 82.7 | — | 67.6 | 74.3 | — | |
| STANet2026.05 | 81.29 | 97.32 | 89.33 | 85.14 | 74.09 | |
| FC-EF2026.05 | 79.46 | 96.88 | 85.77 | 82.49 | 70.22 | |
| FC-Siam-Diff2026.05 | 78.9 | 96.72 | 87.35 | 82.91 | 70.81 | |
| FC-Siam-Conc2026.05 | 74.47 | 96.47 | 89.53 | 81.31 | 68.54 |