Time Series Forecasting on EVI time series
0.5067RMSEDINO MC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DINO MCRepresentation=2D, Fine-tuned=true2026.01 | 0.5067 | 0.2568 | 0.4105 | |
| PIMCRepresentation=2D, Fine-tuned=true2026.01 | 0.5464 | 0.2481 | 0.3981 | |
| ViT-32Representation=2D, Fine-tuned=false2026.01 | 0.5615 | 0.3153 | 0.4698 | |
| ViT-32Representation=2D, Fine-tuned=true2026.01 | 0.5615 | 0.3153 | 0.4698 | |
| DINO MCRepresentation=2D, Fine-tuned=false2026.01 | 0.5762 | 0.332 | 0.4859 | |
| MOMENTRepresentation=1D, Fine-tuned=false2026.01 | 0.59 | 0.3481 | 0.5052 | |
| MOMENTRepresentation=1D, Fine-tuned=true2026.01 | 0.5951 | 0.3541 | 0.4951 | |
| 1D CNNRepresentation=1D, Fine-tuned=false2026.01 | 0.6392 | 0.4085 | 0.5705 | |
| SeCoRepresentation=2D, Fine-tuned=false2026.01 | 0.6452 | 0.4163 | 0.576 | |
| PIMCRepresentation=2D, Fine-tuned=false2026.01 | 0.6452 | 0.4163 | 0.5761 | |
| ImageNetRepresentation=2D, Fine-tuned=false2026.01 | 0.651 | 0.4239 | 0.5825 | |
| ImageNetRepresentation=2D, Fine-tuned=true2026.01 | 0.653 | 0.4264 | 0.5811 | |
| XGBRepresentation=1D, Fine-tuned=false2026.01 | 0.7136 | 0.5093 | 0.5725 | |
| SeCoRepresentation=2D, Fine-tuned=true2026.01 | 0.7439 | 0.5533 | 0.625 | |
| LSTMRepresentation=1D, Fine-tuned=false2026.01 | 0.8258 | 0.682 | 0.6784 |