PPI
Benchmarks
TaskDatasetSOTA resultTrendResults
PPI (test)
90.5F1 (micro)
126
PPI (test)
100ROC-AUC
58
PPI
99.09F1 Score (micro)
43
PPI
0.996Node Classification Accuracy (PPI)
30
PPI
25.28Micro F1
29
PPI full-shot (test)
81.91ROC-AUC
25
PPI 50-shot (test)
0.574ROC-AUC
25
PPI
0.2Time (s)
20
PPI 5 (test)
77.19AUC
20
PPI (test)
99.56Micro F1 Score
19
PPI YoY (meeting-level)
0.48Pearson Correlation Coefficient
18
PPI 50-shot (test)
54.03ROC-AUC
15
PPI 100-shot (test)
54.66ROC-AUC
15
PPI
71.75ROC AUC
15
PPI (inductive)
99.82Accuracy
14
PPI
2.5Precision@100
14
PPI inductive (test)
97.37F1 Score
14
PPI 40 tasks (test)
78.6Mean AUC
13
PPI (50% test)
0.935AUC
13
PPI
99.53micro-F1
12
PPI (inductive)
98.1Micro F1 Score
12
PPI
83.9ROC AUC
12
PPI (test and probe set)
0.939AUC
11
PPI
76.6AUC
8
PPI 50 × 50
0.512rRMSE
7