Synthetic
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic (Out-of-distribution)
100Shape Fidelity
4
Synthetic (In-distribution)
100Shape Score
4
Synthetic
0.007MSE
4
Synthetic 25, 37
1.2MMD
4
Synthetic
0.046Runtime (s/it)
4
Synthetic
44.92Accuracy
4
Synthetic
76.76Accuracy
4
Synthetic
0.049Val. Stability
4
Synthetic SCR: Shock-Correlated-Random (out-of-sample)
22.234Average Cost
4
Synthetic CR: Correlated-Random (out-of-sample)
18.539Average Cost
4
Synthetic CC: Correlated-Constant (out-of-sample)
14.834Average Cost
4
Synthetic IC: Independent-Constant (out-of-sample)
8.814Average Cost
4
Synthetic
55.13D IoU
4
Synthetic (val)
0.496DSIM
4
Synthetic P2P1L noiseless
313.8Mean Error
4
Synthetic (test)
98Test AUC
4
Synthetic NONSTAT
69Average Gt
4
Synthetic IND
54Average Gt
4
Synthetic NOISY
75Average GT
4
Synthetic NONSTAT. (test)
100Avg % Optimal Intervention ID
4
Synthetic IND. (test)
100Optimal Intervention Success Rate
4
Synthetic MULTIV. (test)
93Avg Optimal Intervention ID Rate
4
Synthetic NOISY (test)
100Optimal Intervention Success Rate
4
Synthetic MISS. (test)
85Optimal Intervention Identification Rate
4
Synthetic STAT. (test)
93Optimal Intervention Accuracy
4