Photo
Benchmarks
TaskDatasetSOTA resultTrendResults
Photo
1.273Energy
13
Photo
96.86Accuracy
12
Photo
82.4Spearman Correlation
12
Photo
30.9Top-10 2-hop Recall
12
Photo (random)
93.4Accuracy
12
Photo
72.67AUROC
12
Photo
0.97AA (%)
12
Photo homogeneous (test)
91.9Macro F1 Score
12
Photo
32.69C Score
12
Photo
11.35Brier Score
12
Photo
0.264NLL
12
Photo
1.48ECE
12
Photo
1.39ECE
12
Photo Metis
85.5Accuracy
11
Photo (Louvain splitting)
87.6Accuracy
11
Photo
0.1Running Time (s)
11
Photo
58.08Hits@50
11
Photo
31.8ARI
10
Photo
70.3Neighbor Recall
10
Photo (random 10/10/80)
92.4Micro-F1
10
Photo full-supervised
94.85Mean Accuracy
10
Photo Structural Missing (test)
91.63Accuracy
9
Photo
77.3NMI
9
Photo
1Perplexity
8
Photo Heterophilous nodes
82.29Accuracy
8