Time Series Semantic Change Detection on DynamicEarthNet (test)
27.89Imp. Surf. IoUUniTS
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| UniTSConditions=Planet (RGBN), Strategy=Multi, Params=54.21M2025.12 | 27.89 | 17.13 | 60.97 | 4.31 | 54.29 | 90.61 | 42.52 | 12.45 | 27.41 | 18.43 | |
| A2NetConditions=Planet (RGBN), Strategy=Bi, Params=1.83M2025.12 | 26.57 | 18.89 | 59.62 | 0.98 | 30.09 | 87.66 | 37.31 | 9.33 | 19.41 | 14.37 | |
| TSViTConditions=Planet (RGBN), Strategy=Mono, Params=1.72M2025.12 | 22.28 | 12.4 | 53.23 | 0 | 36.91 | 70.14 | 32.49 | 3.03 | 16.29 | 9.66 | |
| TSSCDConditions=Planet (RGBN), Strategy=Multi, Params=6.11M2025.12 | 21.81 | 2.86 | 40.86 | 2.81 | 41.75 | 78.65 | 31.46 | 6.64 | 18.69 | 12.66 | |
| SatMAE++Conditions=Planet (RGBN), Strategy=Mono, Params=305.5M2025.12 | 15.42 | 16.51 | 62.21 | 0 | 42.42 | 95.23 | 38.63 | 6.39 | 23.02 | 14.71 | |
| SkySenseConditions=Planet (RGBN), Strategy=Mono, Params=661.99M2025.12 | 14.12 | 15.21 | 60.91 | 0.49 | 41.12 | 92.93 | 36.79 | 13.6 | 24.66 | 19.54 | |
| Scale-MAEConditions=Planet (RGBN), Strategy=Mono, Params=303.4M2025.12 | 14.01 | 23.87 | 57.11 | 0 | 45.92 | 94.53 | 39.23 | 5.27 | 21.62 | 13.45 | |
| U-TAEConditions=Planet (RGBN), Strategy=Mono, Params=1.08M2025.12 | 13.96 | 13.96 | 59.61 | 0.36 | 50.06 | 89.52 | 40.94 | 9.68 | 26.63 | 18.16 | |
| SCanNetConditions=Planet (RGBN), Strategy=Bi, Params=27.9M2025.12 | 11.71 | 20.24 | 60.75 | 0 | 53.41 | 88.28 | 39.06 | 10.08 | 21.94 | 16.01 | |
| AnySatConditions=Planet (RGBN), Strategy=Mono, Params=127.77M2025.12 | 0 | 0 | 34.49 | 0 | 14.7 | 67.51 | 19.45 | 2.82 | 7.46 | 5.14 |