transductive dynamic link prediction

Benchmarks

Dataset Name	SOTA Method	Metric
Enron	TPNet+	AUC94.16	112	18d ago
Wikipedia	DSRD	AUC ROC99.74	109	1mo ago
Social Evo.	DSRD	AUC ROC99.6	105	18d ago
Reddit	DSRD	AUC-ROC0.9998	105	18d ago
Can. Parl.	DSRD	AUC ROC0.9998	66	1mo ago
UCI	TPNet+	AUC96.86	63	1mo ago
US Legis.	DSRD	AUC-ROC99.98	43	1mo ago
UN Vote	DSRD	AUC97.34	39	1mo ago
Myket	DSRD	AUC99.98	39	1mo ago
MOOC	DSRD	AUC99.21	39	1mo ago
MOOC (rnd sampling)	DSRD	AP99.25	21	1mo ago
Reddit (rnd sampling)	DSRD	AP99.98	21	1mo ago
Wikipedia inductive negative sampling	TGN	AP88.32	13	1mo ago
Wikipedia historical negative sampling	DSRD	AP94.53	13	1mo ago
Wikipedia random negative sampling	DSRD	AP99.76	13	1mo ago
Can. Parl. (ind sampling)	TPNet+	AP98.76	8	4mo ago
UCI (ind sampling)	GraphMixer	AP80.1	8	4mo ago
Enron (ind sampling)	DyGFormer+	AP78.6	8	4mo ago
MOOC ind sampling	TPNet+	AP88.22	8	4mo ago
Can. Parl. (hist sampling)	TPNet+	AP97.66	8	4mo ago
UCI (hist sampling)	TPNet+	AP86.57	8	4mo ago
Enron (hist sampling)	TPNet+	AP82.52	8	4mo ago
MOOC (hist sampling)	TPNet+	AP92.94	8	4mo ago
Can. Parl. (rnd sampling)	TPNet+	AP98.7	8	4mo ago
UCI (rnd sampling)	TPNet+	AP97.37	8	4mo ago

Showing 25 of 26 rows