Macro Meteorological

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series4 results

Time Series AnalysisonUSNA-Cn2 (long-term)
RMSE· 2024-01-07
1.217
best: 0.458 (Hybrid Air-Water Temperature Difference)
SOTA
Effective Benchmarks for Optical Turbulence Modeling arXiv:2401.03573
Time Series AnalysisonUSNA-Cn2 (short-duration)
RMSE· 2024-01-07
0.864
best: 0.16 (GBRT)
SOTA
Effective Benchmarks for Optical Turbulence Modeling arXiv:2401.03573
Time Series RegressiononUSNA-Cn2 (long-term)
RMSE· 2024-01-07
1.217
best: 0.458 (Hybrid Air-Water Temperature Difference)
SOTA
Effective Benchmarks for Optical Turbulence Modeling arXiv:2401.03573
Time Series RegressiononUSNA-Cn2 (short-duration)
RMSE· 2024-01-07
0.864
best: 0.178 (Offshore Macro Meteorological)
SOTA
Effective Benchmarks for Optical Turbulence Modeling arXiv:2401.03573