Binary Change Detection on SYSU (test), LEVIR-CD+ (test), and WHU-CD (test)
1.35Params (M)FC-EF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FC-EFType=C2024.04 | 1.35 | 14.13 | |
| FC-Siam-DiffType=C2024.04 | 1.35 | 18.66 | |
| FC-Siam-ConcType=C2024.04 | 1.54 | 21.07 | |
| HANetType=C2024.04 | 2.61 | 70.68 | |
| CTDFormerType=T2024.04 | 3.85 | 303.77 | |
| SNUNetType=C2024.04 | 10.21 | 176.36 | |
| BIT-18Type=T2024.04 | 11.5 | 106.14 | |
| MambaBCD-TinyType=M2024.04 | 17.13 | 45.74 | |
| SiamCRNN-18Type=C2024.04 | 18.85 | 86.64 | |
| BIT-34Type=T2024.04 | 21.61 | 190.83 | |
| BIT-50Type=T2024.04 | 24.28 | 224.61 | |
| ChangeFormerV2Type=T2024.04 | 24.3 | 44.54 | |
| ChangeFormerV3Type=T2024.04 | 24.3 | 33.68 | |
| TransUNetCDType=T2024.04 | 28.37 | 244.54 | |
| SiamCRNN-34Type=C2024.04 | 28.96 | 113.28 | |
| ChangeFormerV1Type=T2024.04 | 29.84 | 46.62 | |
| ChangeFormerV4Type=T2024.04 | 33.61 | 852.53 | |
| CGNetType=C2024.04 | 33.68 | 329.58 | |
| DSIFNType=C2024.04 | 35.73 | 329.03 | |
| SEIFNetType=C2024.04 | 39.08 | 167.75 | |
| SwinSUNetType=T2024.04 | 39.28 | 43.5 | |
| ChangeFormerV6Type=T2024.04 | 41.03 | 811.15 | |
| BIT-101Type=T2024.04 | 43.27 | 380.62 | |
| SiamCRNN-50Type=C2024.04 | 44.45 | 185.3 | |
| MambaBCD-SmallType=M2024.04 | 49.94 | 114.82 | |
| ChangeFormerV5Type=T2024.04 | 55.27 | 841.08 | |
| SiamCRNN-101Type=C2024.04 | 63.44 | 224.3 | |
| MambaBCD-BaseType=M2024.04 | 84.7 | 179.32 |