ML Research Wiki / Benchmarks / Time Series Regression / USNA-Cn2 (long-term)

USNA-Cn2 (long-term)

Time Series Regression Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: RMSE

Top Performing Models

Rank Model Paper RMSE Date Code
1 Hybrid Air-Water Temperature Difference Effective Benchmarks for Optical Turbulence Modeling 0.46 2024-01-07 📦 cdjellen/otbench
2 RNN Effective Benchmarks for Optical Turbulence Modeling 0.53 2024-01-07 📦 cdjellen/otbench
3 Minute Climatology Effective Benchmarks for Optical Turbulence Modeling 0.63 2024-01-07 📦 cdjellen/otbench
4 Climatology Effective Benchmarks for Optical Turbulence Modeling 0.63 2024-01-07 📦 cdjellen/otbench
5 Offshore Macro Meteorological Effective Benchmarks for Optical Turbulence Modeling 0.68 2024-01-07 📦 cdjellen/otbench
6 Air-Water Temperature Difference Effective Benchmarks for Optical Turbulence Modeling 1.05 2024-01-07 📦 cdjellen/otbench
7 Persistence Effective Benchmarks for Optical Turbulence Modeling 1.21 2024-01-07 📦 cdjellen/otbench
8 Macro Meteorological Effective Benchmarks for Optical Turbulence Modeling 1.22 2024-01-07 📦 cdjellen/otbench
9 GBRT Effective Benchmarks for Optical Turbulence Modeling 1.34 2024-01-07 📦 cdjellen/otbench

All Papers (9)

Effective Benchmarks for Optical Turbulence Modeling

2024
Hybrid Air-Water Temperature Difference
cdjellen/otbench
cdjellen/otbench
cdjellen/otbench
cdjellen/otbench
cdjellen/otbench

Effective Benchmarks for Optical Turbulence Modeling

2024
Air-Water Temperature Difference
cdjellen/otbench
cdjellen/otbench
cdjellen/otbench
cdjellen/otbench