PTC
Benchmarks
TaskDatasetSOTA resultTrendResults
PTC-MR
76.4Accuracy
271
PTC
77.64Accuracy
167
PTC (10-fold cross-validation)
72.8Accuracy
120
PTC FM
70.53Accuracy
70
PTC
69.63Accuracy
50
PTC (test)
75.3Accuracy
49
PTC
67.94F1 Score
44
PTC MR (10-fold cross val)
77.89Accuracy
30
PTC MR
2.59RMSE
27
PTC MM
73.63Accuracy
26
PTC FR
68.9Accuracy
26
PTC FM
93.3Fidelity
24
PTC-MR MUTAG
84.1AUC
16
PTC standard
66.6Accuracy
16
PTC
51.21Accuracy
14
PTC
0.992Kendall's Tau
14
PTC
1.57Data (BPE)
13
PTC(MR) (test)
68.2Accuracy
12
PTC (test)
0Degree Distribution Error
12
PTC
72.1Mean Accuracy
11
PTC-MR discrete attributes (full)
65.31Accuracy
11
PTC
0.32Train Time (s)
10
PTC standard (test)
68.1Accuracy
10
PTC MR
0.033Node Feature MSE
9
Attributed PTC MR TU Dataset (10% test)
16.32Total Result
9