Wikipedia
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Wikipedia DyGLib (test)
98.82ROC-AUC
25
WIKIPEDIA DyGLib (inductive)
98.59AP
25
Wikipedia
0.99ROC-AUC
25
Wikipedia (test)
30.24Classification Error
24
Wikipedia Inductive Continuous-time
99.09AUC-ROC
22
Wikipedia (test)
88.37AUC-ROC
22
Wikipedia
0.877AUC-ROC
22
Wikipedia random negative sampling (inductive)
98.97AP
21
Wikipedia
99.37AP
20
Wikipedia corpus annotated (train)
929.25Fact Accuracy
20
Wikipedia 20k sentences
9.06Perplexity (Wikipedia 20k)
20
Wikipedia
90.1Mauve Score
18
Wikipedia
62.18Accuracy (ACC)
16
Wikipedia
0.516NMI
15
Wikipedia SpinBot paraphrased (test)
89.55F1-Micro
15
Wikipedia
3.21Speedup
14
Wikipedia OPT-13B generations (+ 60L,600)
97.2Accuracy (1% FPR)
14
Wikipedia DGB
99.41AP
13
Wikipedia inductive negative sampling
88.32AP
13
Wikipedia historical negative sampling
94.53AP
13
Wikipedia random negative sampling
99.76AP
13
Wikipedia Salesforce/wikitext (test)
0.986BERTScore F1 (r_keep=0.9)
13
Wikipedia
98.12AUC-ROC
13
Wikipedia
98.47AUC ROC
13
Wikipedia (90% train ratio)
83.66Macro-F1 Score
13