UCI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UCI
91.43Accuracy
13
UCI 22 datasets
2.91Rank (Avg)
12
UCI transductive (hist)
90.19AP
11
UCI
97.28AP
10
UCI transductive (test)
93.94AUC-ROC
10
UCI random negative sampling (inductive)
94.97AP
10
UCI
96.04ACC-AUC
8
UCI datasets scale n ≤ 5000 (small-scale)
0.076Average Runtime (s)
8
UCI (ind sampling)
80.1AP
8
UCI (hist sampling)
86.57AP
8
UCI (rnd sampling)
97.37AP
8
UCI B
90F1 Score
8
UCI B
60Weighted F1 Score
8
UCI B
76F1 Score
8
UCI
69.22MRR
7
121 UCI Tasks (various)
-0.756Avg Rank Difference
7
UCI radius 255/255 overall comparison
1.909Average Rank
6
121 UCI data sets
2.434Average Rank
6
UCI radius 72/255 (test)
1.926Avg Rank
6
121 UCI data sets mean across
72.23Accuracy
6
UCI 108/255 radius (test)
1.868Average Rank
6
UCI data sets (test)
2.021Average Rank
6
UCI
7.49Cohesiveness
6
UCI (>1000 data points)
-6.7Avg Rank Difference
6
UCI
56.5AUC
5