Time Series Regression on USNA-Cn2 (long-term)

Metric: RMSE (lower is better)

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#	Model↕	RMSE▲	Extra Data	Paper	Date↕	Code
1	Hybrid Air-Water Temperature Difference	0.458	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
2	RNN	0.53	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
3	Minute Climatology	0.625	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
4	Climatology	0.632	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
5	Offshore Macro Meteorological	0.675	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
6	Air-Water Temperature Difference	1.046	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
7	Persistence	1.208	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
8	Macro Meteorological	1.217	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
9	GBRT	1.34	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code

#1Hybrid Air-Water Temperature DifferenceSOTA
0.458
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#2RNNSOTA
0.53
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#3Minute ClimatologySOTA
0.625
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#4ClimatologySOTA
0.632
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#5Offshore Macro MeteorologicalSOTA
0.675
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#6Air-Water Temperature DifferenceSOTA
1.046
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#7PersistenceSOTA
1.208
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#8Macro MeteorologicalSOTA
1.217
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#9GBRTSOTA
1.34
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code