CONUS
Benchmarks
TaskDatasetSOTA resultTrendResults
CONUS
2.818RMSEr
15
CONUS 2017–2022 (val)
47.3F1 Score
13
CONUS Mar 2023 Spring Transition
1.27Pearson Correlation Coefficient (r)
12
CONUS Jun 2022 Summer Convective
0.55Correlation (r)
12
CONUS Dec 2022 Winter Storm Elliott
0.89Correlation Coefficient (r)
12
CONUS Mar 2023 (Spring)
99.01Correlation Coefficient (r)
12
CONUS Summer Jun 2022
0.99Correlation (r)
12
CONUS Winter Dec 2022
0.989Correlation Coefficient (r)
12
CONUS Mar 2023 Spring
0.992Correlation Coefficient (r)
9
CONUS Jun 2022 Summer
0.988Correlation (r)
9
CONUS Dec 2022 Winter
0.997Correlation Coefficient (r)
9
CONUS Mar 2023 (Spring)
0.937Correlation (r)
9
CONUS Summer Jun 2022
0.908Correlation (r)
9
CONUS Winter Dec 2022
0.931Correlation Coefficient (r)
9
CONUS Spring Mar 2023
0.943Correlation Coefficient (r)
9
CONUS Summer Jun 2022
0.921Correlation (r)
9
CONUS Winter Dec 2022
0.943Correlation Coefficient (r)
9
CONUS Mar 2023 (Spring) (test)
0.993Correlation (r)
6
CONUS Jun 2022 (Summer) (test)
0.986Correlation Coefficient (r)
6
CONUS Dec 2022 (Winter) (test)
0.993Correlation Coefficient (r)
6
CONUS Spring Mar 2023
0.897Correlation Coefficient (r)
6
CONUS Summer Jun 2022
0.902Pearson Correlation (r)
6
CONUS Winter Dec 2022
0.898Correlation Coefficient (r)
6
CONUS summers 2010-2019 (test)
0.47Mean Absolute Bias (K)
5
CONUS summers 2010-2019 (test)
1.71Mean Absolute Bias (%)
5