TheWell
Benchmarks
TaskDatasetSOTA resultTrendResults
TheWell-ASM steps 21-60 T ∈ [21: 60] (test)
0.027VRMSE
20
VI (TheWell) 1.0 (test)
0.03VRMSE
12
TheWell TRL2D 1.0 (test)
0.083VRMSE
12
TheWell SF 1.0 (test)
0.001VRMSE
12
TheWell RB 1.0 (test)
0.006VRMSE
12
HS (TheWell) 1.0 (test)
0VRMSE
12
TheWell GS 1.0 (test)
0VRMSE
11
TheWell VI 1.0 (test)
0.037VRMSE
8
TheWell AM 1.0 (test)
0.126VRMSE
8
TheWell TRL2D 1.0 (test)
0.336VRMSE
8
TheWell SF 1.0 (test)
0.015VRMSE
8
TheWell RB 1.0 (test)
0.099VRMSE
8
TheWell HS 1.0 (test)
0.001VRMSE
8
TheWell ASM 1.0 (test)
0.015VRMSE
8
TheWell-AM T ∈ [21: 60] (test)
1.245VRMSE
8
TheWell TRL2D T ∈ [21: 60] (test)
0.799VRMSE
8
TheWell-SF T ∈ [21: 60] (test)
0.081VRMSE
8
TheWell GS 1.0 (test)
0.028VRMSE
7
TheWell Long-horizon, T ∈ [21, 60]
2.14Average Rank
6
TheWell Short-horizon, T ∈ [1, 20]
1.75Average Rank
6
TheWell One-step
1.44Average Rank
6
TheWell VI
0.037VRMSE
4
TheWell GS
0.028VRMSE
4
TheWell AM
0.126VRMSE
4
TheWell TRL2D
0.336VRMSE
4