EB
Benchmarks
TaskDatasetSOTA resultTrendResults
EB 50D (held-out time points)
6.586Mean W1
24
EB 5D (t3)
0.849dW2 Distance
16
EB 5D
0.69EMD
15
EB 100D (t=4)
12.406W1 Score
12
EB 100D (t=3)
11.516W1
12
EB 100D (t=2)
11.04W1 Distance
12
EB 100D (t=1)
9.941W1 Distance
12
EB 50D t=4
6.647W1 Score
11
50D EB dataset t=2
5.904W1 Error
11
EB 50D (held-out)
10.135Mean W1
8
EB 50D
6.155W1
6
EB
22.058KL(νA∥νB)
5
EB τ = 0.75
0.736EMD
5
EB τ = 0.25
0.699EMD
5
EB
0.733EMD
5
EB dataset validated on TRRUST (test)
71F1 Score (JUN)
3
EB
2,965Speedup (vs RK)
1