Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Reddit
99.22AP
27
Reddit
70.04AUC-ROC
27
REDDIT V2 (test)
11.46Recall@5
26
REDDIT-5K
59.5Accuracy
26
Reddit transductive DyGLib
99AP
25
Reddit
55.66QAGS
25
Reddit fully-supervised
7.7AUPRC
25
Reddit (semi-supervised)
4.9AUPRC
25
Reddit real-world (test)
-1.296Negative Log-Likelihood
25
Reddit (test)
52.1Macro F1 Score
24
REDDIT
1.212Speedup
24
REDDIT-M5K
0.574Accuracy
24
REDDIT V2
11.78Recall@5
23
REDDIT-5K (test)
59.5Accuracy
23
Reddit (test)
72.27AUC-ROC
22
REDDIT v1.0 (test)
98.91AUC
21
Reddit (rnd sampling)
99.98AP
21
Reddit
0.89AUROC
21
Reddit OOD (test)
45.82F1 Score
20
REDDIT-B
93.3AUC
20
Reddit zero-shot (test)
60.04AUROC (zero-shot)
19
Reddit transductive (ind)
91.67AP
19
Reddit transductive (hist)
83.77AP
19
RedditS
99.94Score
18
Reddit
0.02Running Time (s)
18