Time Series Forecasting on SAVI time series
0.4907RMSEDINO MC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DINO MCRepresentation=2D, Fine-tuned=true2026.01 | 0.4907 | 0.2407 | 0.3937 | |
| PIMCRepresentation=2D, Fine-tuned=true2026.01 | 0.5387 | 0.2295 | 0.3789 | |
| ViT-32Representation=2D, Fine-tuned=false2026.01 | 0.5472 | 0.2994 | 0.4535 | |
| ViT-32Representation=2D, Fine-tuned=true2026.01 | 0.5472 | 0.2994 | 0.4535 | |
| DINO MCRepresentation=2D, Fine-tuned=false2026.01 | 0.5574 | 0.3107 | 0.4685 | |
| MOMENTRepresentation=1D, Fine-tuned=false2026.01 | 0.6052 | 0.3663 | 0.5205 | |
| MOMENTRepresentation=1D, Fine-tuned=true2026.01 | 0.6187 | 0.3828 | 0.515 | |
| SeCoRepresentation=2D, Fine-tuned=false2026.01 | 0.6377 | 0.4067 | 0.5785 | |
| PIMCRepresentation=2D, Fine-tuned=false2026.01 | 0.6377 | 0.4067 | 0.5785 | |
| ImageNetRepresentation=2D, Fine-tuned=true2026.01 | 0.6411 | 0.411 | 0.5832 | |
| 1D CNNRepresentation=1D, Fine-tuned=false2026.01 | 0.6467 | 0.4182 | 0.5897 | |
| ImageNetRepresentation=2D, Fine-tuned=false2026.01 | 0.6801 | 0.4626 | 0.6086 | |
| XGBRepresentation=1D, Fine-tuned=false2026.01 | 0.7231 | 0.5229 | 0.5684 | |
| SeCoRepresentation=2D, Fine-tuned=true2026.01 | 0.7788 | 0.6065 | 0.6487 | |
| LSTMRepresentation=1D, Fine-tuned=false2026.01 | 0.7999 | 0.6399 | 0.6327 |