Time Series Analysis on USNA-Cn2 (short-duration)

Metric: RMSE (lower is better)

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#	Model↕	RMSE▲	Extra Data	Paper	Date↕	Code
1	GBRT	0.16	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
2	Offshore Macro Meteorological	0.178	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
3	Mean Window Forecast	0.182	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
4	RNN	0.187	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
5	GBRT	0.299	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
6	Hybrid Air-Water Temperature Difference	0.303	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
7	Linear Forecast	0.358	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
8	RNN	0.375	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
9	Minute Climatology	0.452	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
10	Minute Climatology	0.453	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
11	Climatology	0.48	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
12	Persistence	0.758	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
13	Persistence	0.821	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
14	Macro Meteorological	0.864	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
15	Air-Water Temperature Difference	0.91	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code

#1GBRTSOTA
0.16
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#2Offshore Macro MeteorologicalSOTA
0.178
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#3Mean Window ForecastSOTA
0.182
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#4RNNSOTA
0.187
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#5GBRTSOTA
0.299
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#6Hybrid Air-Water Temperature DifferenceSOTA
0.303
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#7Linear ForecastSOTA
0.358
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#8RNNSOTA
0.375
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#9Minute ClimatologySOTA
0.452
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#10Minute ClimatologySOTA
0.453
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#11ClimatologySOTA
0.48
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#12PersistenceSOTA
0.758
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#13PersistenceSOTA
0.821
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#14Macro MeteorologicalSOTA
0.864
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#15Air-Water Temperature DifferenceSOTA
0.91
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code