Photo
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Photo Homophilous nodes
98.18Accuracy
8
Photo
45.07ARUC (Label)
8
Photo Homophilic (10 train/val/test splits)
94.64Accuracy
8
Photo Uniform Missing (test)
91.63Accuracy
8
Photo (dense)
95.74Accuracy
7
Photo
51.66HRScore
7
Photo (test)
90.52Accuracy
7
Photo
0p-value
7
Photo
21Avg Model Evaluations
6
Photo (test)
3.267Training Time (s)
6
Photo 80/10/10 random split (test)
92.4Accuracy
6
Photo
71.35NMI
5
photo (10% test nodes)
89Micro-F1
5
Photo (test)
73.7ANLS
4
Photo Hard to Unlearn
96.8ToU
4
Photo (Random)
98.7ToU
4
Photo Easy to Unlearn
99.5ToU
4
Photo
95.1Coverage
4
Photo unobserved (test)
0.894Mean Accuracy
4
Photo (60%/20%/20%)
95.35Mean Test Accuracy
3
Photo
19Pre-training Time
2
photo
37Speedup
1