Tree Species Classification on Saskatchewan MODIS MOD13Q1 cross-provincial 2010 (test)
76.03Tamarack AccuracyConvLSTM
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ConvLSTM2026.05 | 76.03 | 65.09 | 85.36 | 98.24 | 73.27 | 81.18 | 55.64 | |
| LSTM-DS2026.05 | 75.76 | 56.13 | 86.69 | 95.49 | 66.86 | 78.52 | 48.83 | |
| GRU2026.05 | 75.76 | 52.11 | 88.8 | 97 | 64.64 | 78.42 | 46.96 | |
| ViT2026.05 | 74.93 | 67.18 | 94.29 | 98.54 | 74 | 83.74 | 55.78 | |
| ConvNeXt2026.05 | 74.1 | 65.11 | 86.74 | 99.11 | 73.63 | 81.27 | 56.17 | |
| SSEFN2026.05 | 73 | 70.96 | 88.37 | 98.57 | 77.85 | 82.73 | 61.65 | |
| SiT2026.05 | 72.18 | 73.31 | 77.86 | 95.6 | 77.38 | 79.74 | 59.66 | |
| RNN2026.05 | 71.35 | 47.6 | 78.08 | 90.07 | 58.79 | 71.78 | 40.24 | |
| SwinT2026.05 | 70.8 | 69.96 | 80.52 | 97.78 | 75.39 | 79.77 | 57.72 | |
| Mamba-HSI2026.05 | 70.52 | 71.24 | 77.82 | 97.52 | 76.36 | 79.28 | 58.45 | |
| GDS-Mamba2026.05 | 70.52 | 76.13 | 79.29 | 99.8 | 80.19 | 81.44 | 63.89 | |
| ResNet-1012026.05 | 69.7 | 56.18 | 74.87 | 87.54 | 63.84 | 72.07 | 43.67 |