Glacier Boundary Prediction on Glacier retreat 2022-2023 (test)
33.7IoUGlacierCastAI (exp002: + Climate)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GlacierCastAI (exp002: + Climate)Params=56.1M, Input Modality=Imagery + ERA5 climate2026.07 | 33.7 | 14.5 | |
| GlacierCastAI (exp003: + Climate + DEM)Params=56.1M, Input Modality=Imagery + Climate + DEM2026.07 | 33.1 | 12.3 | |
| GlacierCastAI (exp001: Image only)Params=56.1M, Input Modality=Imagery only2026.07 | 32.6 | 15.8 | |
| GlacierCastAI (exp005: Climate only)Params=0.66M, Input Modality=ERA5 features only (no imagery or DEM)2026.07 | 32 | 13.5 | |
| B2: Linear trendParams=N/A2026.07 | 16.9 | 14.7 | |
| B1: PersistenceParams=N/A2026.07 | 16 | 12.8 |