COLLAB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COLLAB
1Approximation Ratio
8
COLLAB
61.2Accuracy
8
Collab
84.09AUC
8
COLLAB p=0.8 (test)
82.3AUC
8
COLLAB p=0.8 (train)
0.95AUC
8
COLLAB p=0.6 (test)
0.873AUC
8
COLLAB (p=0.6) (train)
94.52AUC
8
COLLAB p=0.4 (test)
0.883AUC
8
COLLAB p=0.4 (train)
0.93AUC
8
COLLAB
5Running Time (s)
8
COLLAB
68.34Precision
8
COLLAB (test)
100Validity
7
COLLAB
100Validity
7
COLLAB (85/15 stratified train-test)
69.87Accuracy
7
COLLAB (static)
1.209Mean ApR
6
COLLAB MC instances static
1Mean ApR
6
Collab (test)
0.999ROC AUC
6
COLLAB in-distribution
100Solution Ratio
5
COLLAB in-distribution (test)
100Quality Ratio
5
Collab (test)
49.3Hits@10
5
COLLAB
1,115.67Total Runtime (seconds)
4
COLLAB (test)
2,624.57Avg Cut Size
4
COLLAB transductive
95.62Accuracy
4
COLLAB
-30Dev. Score
3
COLLAB
-1,189.15Reconstruction LogP
2