Temporal Crop Segmentation on PASTIS (Threshold Metrics)
21.5Threshold 10% ScoreTEA(TSViT)
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TEA(TSViT)Framework=TEA, Backbone=TSViT2026.01 | 21.5 | 26.22 | 28.43 | 32.7 | 37.57 | 45.82 | 56.45 | 65.36 | 66.37 | 66.77 | 44.72 | 33.36 | |
| TEA(U-TAE)Framework=TEA, Backbone=U-TAE2026.01 | 10.96 | 14.5 | 17.12 | 25.13 | 30.57 | 39.73 | 51.17 | 61.59 | 62.87 | 63.09 | 37.67 | 24.32 | |
| BiConvLSTM2026.01 | 5.51 | 6.19 | 7.53 | 9.07 | 9.31 | 9.85 | 13.78 | 21.84 | 29.72 | 46.5 | 15.93 | 10.08 | |
| TSViT2026.01 | 3.81 | 5.6 | 6.1 | 6.48 | 11.2 | 20.34 | 34.42 | 56.46 | 62.65 | 64.08 | 27.11 | 14.08 | |
| UNet3Df2026.01 | 3.63 | 3.72 | 3.74 | 4.95 | 6.91 | 9.66 | 20.58 | 33.5 | 44.59 | 49.58 | 18.09 | 9.56 | |
| ConvLSTM2026.01 | 3.28 | 3.34 | 3.47 | 3.58 | 3.89 | 4.23 | 5.17 | 7.85 | 22.11 | 51.67 | 10.86 | 6.09 | |
| UNet3D2026.01 | 3.23 | 4.17 | 4.77 | 5.86 | 6.34 | 11.18 | 19.83 | 39.14 | 47.32 | 50.84 | 19.27 | 10.1 | |
| U-TAE2026.01 | 3.15 | 5.93 | 6.34 | 8.67 | 11.19 | 21.52 | 33.17 | 52.72 | 60.55 | 61.4 | 26.46 | 13.8 | |
| ConvGRU2026.01 | 2.4 | 3.94 | 4.28 | 4.82 | 5.36 | 7.26 | 7.24 | 15.59 | 28.74 | 50.57 | 13.02 | 7 | |
| BiConvGRU2026.01 | 2.29 | 3.83 | 4.13 | 5.38 | 7.45 | 9.42 | 15.59 | 25.15 | 24.39 | 46.42 | 14.4 | 7.75 | |
| ConvLSTM*FPN head=true2026.01 | 0.36 | 0.38 | 0.53 | 1.06 | 1.45 | 0.74 | 0.55 | 2 | 29 | 55.9 | 9.2 | 3.6 |