Scenario
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Scenario MB
0.239RMSE
81
Scenario 3 (val)
253Delta TCC
24
Scenario 2 (val)
591Delta TCC
24
Scenario 1 (val)
0Delta TCC
24
Scenario IS2
0Size
24
Scenario IS1
0Model Size
24
Scenario D 5% contamination
0.68ARI
21
Scenario C 5% contamination
1ARI
21
Scenario D
94ARI
21
Scenario C
100ARI
21
Scenario B
100ARI
21
Scenario A
100ARI
21
Scenario 5
0.055Mismatch Proportion (K!=K)
20
Scenario 3
70.5Error Proportion (K_hat != K)
20
Scenario 3 n=10000
0.631MSE (tau=0.05)
16
Scenario 3 n=5000
0.884MSE (τ=0.05)
16
Scenario 3 n=1000
1.943MSE (τ=0.05)
16
Scenario 2 n=10000
0.101MSE (τ=0.05)
16
Scenario 2 (n=5000)
0.143MSE (τ=0.05)
16
Scenario 2 n=1000
0.452MSE (τ=0.05)
16
Scenario 1 n=10000
0.062MSE (τ=0.05)
16
Scenario 1 (n=5000)
0.1MSE (Quantile 0.05)
16
Scenario 4
6.714Policy Value Mean
15
Scenario 3
1.879Policy Value (mean)
15
Scenario 2
1.095Policy Value (PV)
15