Coauthor
Benchmarks
TaskDatasetSOTA resultTrendResults
Coauthor Physics
12.481Max GPU Memory (MB)
9
CoAuthor Creative
16.2HAR (%)
8
CoAuthor Scientific
23.62HAR (%)
8
CoAuthor (Overall)
19.61HAR (%)
8
CoAuthor CS (train)
100Accuracy
8
Coauthor CS
5.14RApre
8
Coauthor CS
4.93ΔRA
8
CoAuthor
0.36WD
7
Coauthor-CS (test)
97.93Accuracy
7
Coauthor CS transductive (full-supervised)
95.8Accuracy
7
Coauthor (test)
92F1 Score
6
Coauthor Physics
93.65Accuracy
6
Coauthor CS
92.44Accuracy
6
Coauthor
93.85AUROC
5
CoAuthor CS
78.2Watermark Alignment
4
Coauthor CS
9.52Training Time (s/epoch)
3
Coauthor CS
82.67AUROC
3
Coauthor Physics (60%/20%/20%)
97.22Mean Test Accuracy
3
Coauthor CS (60%/20%/20%)
0.96Mean Test Accuracy
3
Coauthor CS standard (test)
0.047P-Value
1