Temporal Link Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
74.9MRR
46
May 11, 2026
99.69AUC-ROC
42
Jun 11, 2026
99.15AUC-ROC
42
Jun 11, 2026
99.17AP
33
May 26, 2026
97.14AP
33
May 26, 2026
99.79AP (%)
33
May 26, 2026
96.49AUC-ROC
30
May 26, 2026
98.84AUC-ROC
30
May 26, 2026
62.17Hits@1
29
Mar 10, 2026
0.831Average Precision
22
Mar 5, 2026
61.8MRR
18
Mar 10, 2026
97.78ROC-AUC
17
May 8, 2026
0.992ROC-AUC
17
May 8, 2026
87.91ROC-AUC (%)
15
May 8, 2026
0.905ROC-AUC
15
May 8, 2026
94.73AUROC
14
Jun 23, 2026
0.919AUROC
14
Jun 23, 2026
17.32MRR
14
Jun 23, 2026
20.04MRR
14
Jun 23, 2026
12.48MRR
14
Jun 23, 2026
39.06MRR
14
Jun 23, 2026
0.443MRR
14
Jun 23, 2026
34.48MRR
14
Jun 23, 2026
99.04AP
13
Jun 11, 2026
75.69AP
13
Jun 11, 2026