Computer
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Computer
95.67Accuracy
186
Computer (test)
75.3Accuracy
70
Computer 10-shot (test)
85.65Average Accuracy (AA)
19
Computer
0.57NMI
19
Computer (test)
92.4Accuracy
12
Computer
75.6Spearman Correlation
12
Computer
25.9Top-10 2-hop Recall
12
Computer (random)
89.7Accuracy
12
computer
0.079NCIW
12
Computer
69.62Micro-F1
12
Computer
97.7AA (%)
12
computer
10.978Interval Score Loss
11
computer
0.137Quantile Loss
11
computer
97PICP
11
Computer
64.8Neighbor Recall
10
Computer
2.42RMSE
10
Computer
1.972MAE
10
Computer
62.1NMI
9
Computer
1Perplexity
8
Computer Heterophilous nodes
72.02Accuracy (%)
8
Computer Homophilous nodes
95.3Accuracy (%)
8
Computer 80/10/10 random split (test)
84.8Accuracy
6
Computer
8.68Average Interval Width
5
Computer (test)
90.5Marginal Coverage
5
computer
0.087NIW
5