Clear-sky NDVI forecasting on GreenEarthNet (test)
0.0821RMSEProbabilistic NDVI Forecasting Framework
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Probabilistic NDVI Forecasting Framework2026.02 | 0.0821 | 0.0509 | 10.51 | 0.9146 | 0.0315 | 0.0177 | |
| TimeLLM2026.02 | 0.0903 | 0.0565 | 11.68 | 1.0158 | — | — | |
| DeepAR2026.02 | 0.0941 | 0.0606 | 12.5 | 1.0869 | 0.0389 | 0.0669 | |
| PatchTST2026.02 | 0.0987 | 0.0668 | 13.79 | 1.1988 | 0.0405 | 0.0677 | |
| InceptionTimePlus2026.02 | 0.1033 | 0.0725 | 14.97 | 1.3017 | 0.0526 | 0.0952 | |
| RNNPlus2026.02 | 0.1064 | 0.0758 | 15.65 | 1.3608 | 0.0526 | 0.0936 | |
| LSTMPlus2026.02 | 0.1149 | 0.0812 | 16.77 | 1.4583 | 0.0515 | 0.0881 | |
| AutoARIMA2026.02 | 0.1442 | 0.0926 | 19.59 | 1.0715 | 0.0617 | 0.108 |