Time Series Regression On Usna Cn2 Short
评估指标
RMSE
评测结果
各个模型在此基准测试上的表现结果
模型名称 | RMSE | Paper Title | Repository |
|---|---|---|---|
| RNN | 0.375 | Effective Benchmarks for Optical Turbulence Modeling | |
| Minute Climatology | 0.452 | Effective Benchmarks for Optical Turbulence Modeling | |
| Air-Water Temperature Difference | 0.910 | Effective Benchmarks for Optical Turbulence Modeling | |
| Persistence | 0.758 | Effective Benchmarks for Optical Turbulence Modeling | |
| Climatology | 0.480 | Effective Benchmarks for Optical Turbulence Modeling | |
| GBRT | 0.299 | Effective Benchmarks for Optical Turbulence Modeling | |
| Hybrid Air-Water Temperature Difference | 0.303 | Effective Benchmarks for Optical Turbulence Modeling | |
| Offshore Macro Meteorological | 0.178 | Effective Benchmarks for Optical Turbulence Modeling | |
| Linear Forecast | 0.358 | Effective Benchmarks for Optical Turbulence Modeling | |
| Macro Meteorological | 0.864 | Effective Benchmarks for Optical Turbulence Modeling |
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