ECL
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ECL
0.22MAE
345
ECL
0.126MSE
163
ECL
0.121MSE
120
ECL (test)
0.114MSE
113
ECL (test)
0.133MSE
90
ECL
0.118MSE
89
ECL (test)
0.13MSE
81
ECL
0MSE
75
ECL
0.156MSE
55
ECL
-0.13MSE Degradation (%)
45
ECL
0.64MASE
41
ECL
0.217Q-Risk
40
ECL
0.138RMSE
36
ECL
0.232MSE
25
ECL
0.149MSE
24
ECL T=192
0.119MSE
24
ECL horizon 96 (test)
0.125MSE
22
ECL
0.064Inference Time
19
ECL T=720
0.188MSE
19
ECL (Online evaluation phase)
0.64MASE
18
ECL
3.834MSE (Horizon 24)
15
ECL In-Distribution
0.24MAE
13
ECL (test)
0.164MSE
13
ECL v1 (test)
0.122MSE
12
ECL H=96 (test)
0.193MAE
11