UT Austin
Benchmarks
TaskDatasetSOTA resultTrendResults
UT Austin dataset (test)
0.79RMSE
50
UT Austin 48h horizon data-scarce scenario (test)
2.93RMSE (MW)
10
UT Austin 24h horizon data-scarce scenario (test)
2.48RMSE (MW)
10
UT Austin 12h horizon data-scarce scenario (test)
2.08RMSE (MW)
10
UT Austin 6h horizon data-scarce scenario (test)
1.59RMSE (MW)
10
UT Austin 1h horizon data-scarce scenario (test)
0.79RMSE (MW)
10
UT Austin 48h horizon (test)
2.93RMSE (MW)
10
UT Austin 24h horizon (test)
2.48RMSE (MW)
10
UT Austin 12h horizon (test)
2.08RMSE (MW)
10
UT Austin 6h horizon (test)
1.59RMSE (MW)
10
UT Austin 1h horizon (test)
0.79RMSE (MW)
10
UT Austin 48 h forecast horizon
0.85QS (MW)
9
UT Austin 24 h forecast horizon
0.71QS (MW)
9
UT Austin 12 h forecast horizon
0.6Quantile Score (MW)
9
UT Austin 6 h forecast horizon
0.44QS
9
UT Austin 1 h forecast horizon
0.23QS (MW)
9
UT Austin 48h forecast horizon (test)
2.63RMSE (MW)
5
UT Austin dataset 6h forecast horizon (test)
1.43RMSE (MW)
5
UT Austin 1h forecast horizon (test)
0.71RMSE (MW)
5