Semantic Change Detection on Landsat-SCD
90.54mIoUPerASCD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PerASCD2026.02 | 90.54 | 65.21 | — | 96.84 | — | 90.9 | |
| SemDINO2026.06 | 89.51 | 62.24 | — | 96.46 | — | 89.92 | |
| SCanNet2022.12 | 88.96 | 60.53 | — | 96.26 | 89.27 | — | |
| Mamba-FCSreproduced_results=true2026.02 | 88.81 | 60.26 | — | 96.25 | — | 89.27 | |
| BT-SCD2026.06 | 88.74 | 59.32 | — | 96.15 | — | 88.56 | |
| TED2022.12 | 88.49 | 58.69 | — | 95.89 | 88.22 | — | |
| MambaSCD2026.06 | 87.84 | 55.97 | — | 95.68 | — | 88.23 | |
| DEFO-MLTSCD2026.06 | 87.79 | 56.38 | — | 95.65 | — | 87.21 | |
| BT-HRSCD2026.06 | 87.67 | 56.29 | — | 95.67 | — | 87.34 | |
| TED2026.02 | 87.12 | 54.69 | — | 95.43 | — | 86.62 | |
| SCanNet2026.02 | 86.96 | 54.77 | — | 95.42 | — | 86.89 | |
| BAN-CF-SCD-b1Param (M)=17.27, Backbone=MiT-b12023.12 | 86.41 | 58.56 | 66.92 | — | — | — | |
| CF-SCD-b1*Param (M)=14.7, Backbone=MiT-b1, re-implemented=true2023.12 | 85.99 | 55.69 | 64.78 | — | — | — | |
| TED2026.06 | 85.6 | 50.34 | — | 94.7 | — | 84.52 | |
| Bi-SRNet2022.12 | 85.53 | 51.01 | — | 94.91 | 85.35 | — | |
| SCanNet2026.06 | 85.5 | 50.77 | — | 94.88 | — | 85.16 | |
| SSCD-l2022.12 | 85.25 | 50.17 | — | 94.75 | 84.91 | — | |
| SCDNet2022.12 | 85.23 | 50.05 | — | 94.94 | 85 | — | |
| BAN-CF-SCD-b0Param (M)=5.4, Backbone=MiT-b02023.12 | 84.76 | 54.56 | 63.62 | — | — | — | |
| SSCDl2026.02 | 84.31 | 47.6 | — | 94.32 | — | 83.59 | |
| CF-SCD-b0*Param (M)=4.24, Backbone=MiT-b0, re-implemented=true2023.12 | 83.99 | 52.69 | 62.08 | — | — | — | |
| BiSRNet2026.02 | 83.75 | 46.23 | — | 94.13 | — | 82.97 | |
| BiSRNet2026.06 | 82.59 | 43.55 | — | 93.66 | — | 81.7 | |
| SSCDLParam (M)=23.312023.12 | 82.1 | 42.75 | 54.56 | — | — | — | |
| Bi-SRNetParam (M)=23.382023.12 | 82.02 | 42.6 | 54.43 | — | — | — | |
| SSCDl2026.06 | 81.56 | 40.77 | — | 93.12 | — | 80 | |
| ResNetarchitecture=LSTM2022.12 | 80.88 | 40.06 | — | 93.36 | 80.36 | — | |
| FC-Siamtype=conv2022.12 | 79.86 | 36.94 | — | 92.89 | 78.29 | — | |
| HRSCD Str. 42026.02 | 79.32 | 33.39 | — | 91.96 | — | 74.77 | |
| HRSCD42026.06 | 79.19 | 32.27 | — | 91.28 | — | 73.21 | |
| HRSCDstr4Param (M)=62.682023.12 | 79.15 | 37.03 | 49.66 | — | — | — | |
| HRSCDstrategy=str.42022.12 | 79.1 | 32.29 | — | 91.27 | 73.34 | — | |
| HRSCDstrategy=str.32022.12 | 78.33 | 31.43 | — | 91.1 | 73.17 | — | |
| HRSCDstr32023.12 | 78.15 | 31.64 | 45.6 | — | — | — | |
| HRSCD Str. 32026.02 | 77.22 | 29.64 | — | 91.17 | — | 72.55 | |
| FC-Siamtype=diff2022.12 | 76.44 | 30.23 | — | 91.95 | 73.97 | — | |
| HRSCDstrategy=str.22022.12 | 74.92 | 2.89 | — | 86.06 | 36.52 | — | |
| ResNetarchitecture=GRU2022.12 | 74.16 | 26.51 | — | 90.55 | 71.87 | — | |
| HRSCD Str. 22026.02 | 73.55 | 25.09 | — | 90.67 | — | 70.71 | |
| SCDNetParam (M)=30.012023.12 | 70.17 | 39.69 | 51.83 | — | — | — |