Time Series Analysis on MLO-Cn2

Metric: RMSE (lower is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	RMSE▲	Extra Data	Paper	Date↕	Code
1	GBRT	0.212	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
2	RNN	0.336	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
3	GBRT	0.428	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
4	Mean Window Forecast	0.481	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
5	Minute Climatology	0.504	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
6	Minute Climatology	0.551	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
7	RNN	0.581	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
8	Climatology	0.658	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
9	Climatology	0.661	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
10	Linear Forecast	0.93	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
11	Persistence	1.209	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
12	Persistence	1.227	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code

#1GBRTSOTA
0.212
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#2RNNSOTA
0.336
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#3GBRTSOTA
0.428
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#4Mean Window ForecastSOTA
0.481
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#5Minute ClimatologySOTA
0.504
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#6Minute ClimatologySOTA
0.551
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#7RNNSOTA
0.581
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#8ClimatologySOTA
0.658
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#9ClimatologySOTA
0.661
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#10Linear ForecastSOTA
0.93
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#11PersistenceSOTA
1.209
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#12PersistenceSOTA
1.227
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code