Flood Hazard Segmentation on ZeroFlood (test)
89.12F1-scoreTerraMind-TiM-l
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TerraMind-TiM-lThinking-in-Modality (TiM)=enabled, Encoder Status=Frozen, Decoder=UPerNet2025.10 | 89.12 | 88.45 | 89.8 | |
| TerraMindEncoder Status=Frozen, Decoder=UPerNet2025.10 | 88.36 | 86.77 | 90.02 | |
| DOFAEncoder Status=Frozen, Decoder=UPerNet2025.10 | 86.9 | 84.8 | 89.11 | |
| SSL4EO-MAEEncoder Status=Frozen, Decoder=UPerNet2025.10 | 85.23 | 81.39 | 89.44 | |
| UNetTraining Strategy=from scratch2025.10 | 84.66 | 81 | 88.67 | |
| ViTTraining Strategy=from scratch2025.10 | 84.64 | 81.46 | 88.08 | |
| CROMAEncoder Status=Frozen, Decoder=UPerNet2025.10 | 83.63 | 79.72 | 87.95 |