Time Series Forecasting on NDVI time series
0.4849RMSEPIMC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PIMCRepresentation=2D, Fine-tuned=true2026.01 | 0.4849 | 0.2522 | 0.3947 | |
| DINO MCRepresentation=2D, Fine-tuned=true2026.01 | 0.5147 | 0.265 | 0.4007 | |
| MOMENTRepresentation=1D, Fine-tuned=true2026.01 | 0.5743 | 0.3298 | 0.4794 | |
| MOMENTRepresentation=1D, Fine-tuned=false2026.01 | 0.5829 | 0.3398 | 0.5063 | |
| ViT-32Representation=2D, Fine-tuned=false2026.01 | 0.5885 | 0.3463 | 0.4896 | |
| ViT-32Representation=2D, Fine-tuned=true2026.01 | 0.5885 | 0.3463 | 0.4896 | |
| DINO MCRepresentation=2D, Fine-tuned=false2026.01 | 0.6053 | 0.3664 | 0.513 | |
| XGBRepresentation=1D, Fine-tuned=false2026.01 | 0.6789 | 0.4609 | 0.5372 | |
| 1D CNNRepresentation=1D, Fine-tuned=false2026.01 | 0.6808 | 0.4635 | 0.6245 | |
| SeCoRepresentation=2D, Fine-tuned=false2026.01 | 0.6844 | 0.4684 | 0.6277 | |
| PIMCRepresentation=2D, Fine-tuned=false2026.01 | 0.6844 | 0.4684 | 0.6277 | |
| ImageNetRepresentation=2D, Fine-tuned=false2026.01 | 0.6919 | 0.4788 | 0.6321 | |
| ImageNetRepresentation=2D, Fine-tuned=true2026.01 | 0.7089 | 0.5025 | 0.6304 | |
| SeCoRepresentation=2D, Fine-tuned=true2026.01 | 0.8552 | 0.7314 | 0.7027 | |
| LSTMRepresentation=1D, Fine-tuned=false2026.01 | 0.8603 | 0.7401 | 0.7011 |