Synthetic
Benchmarks
TaskDatasetSOTA resultTrendResults
Synthetic 30% subgraph
52.35Accuracy
10
Synthetic LogDet function (test)
0.013RMSE
10
Synthetic Planar m=100 (test)
0.087Theta Error
9
Synthetic Spherical m=100 (test)
0.087Angular Error (theta_err)
9
Synthetic Image m=100 (test)
0.087Rotational Error (theta_err)
9
Synthetic Spherical m=3 (test)
0.101Angular Error (theta_err)
9
Synthetic
100MSA
9
Stage I synthetic (test)
0.071Test Loss
9
SYNTHETIC (random walk sampled)
0GED
9
Synthetic delta_1,2 = 0.0152 +/- 0.0190
4.233Rank of True Winner
9
Synthetic
-14.62ΔDTW
9
Synthetic (test)
0.163IBS (Primary)
9
Synthetic (test)
16.31IBS (Primary)
9
Synthetic Subgroup Recovery (test)
97F1 Score
9
Synthetic noise variance 0.2
28.181-WD
9
SYNTHETIC3M 4 users, B = 3
0.73REL
9
SYNTHETIC30k 4 users, B = 3
0.68REL
9
Synthetic (test)
80.6Delta 1 Accuracy
9
Synthetic 8-view
0.097LPIPS
9
Synthetic Square shift
3.6Classification Error
9
Synthetic Monotone shift
5.2Classification Error
9
Synthetic (all holdout data)
0.037Classification Error (Ber)
9
Synthetic
3.7Classification Error (Bernoulli)
9
Synthetic (test)
71.8Accuracy
8
Synthetic balanced long-tailed sample 30:1 ratio (test)
62.9Balanced Accuracy
8