ACM
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ACM
94.73Macro F1
152
ACM-5
0.879Macro F1 Score
92
ACM
97.6Fidelity (-)
82
ACM-3
93.43Macro F1 Score
80
ACM (test)
96.72Accuracy
68
ACM
96.23Accuracy
63
ACM
76.27ARI
57
ACM
0.622AUPRC
54
ACM
95.54AUROC
38
ACM (test)
86.29AUROC
32
ACM HGB (test)
94.35Macro F1
27
ACM
90.53Accuracy
26
ACM
0.895AUROC
26
ACM G (test)
88.53Accuracy
24
ACM
0.37Average Runtime (s)
24
ACM
80.94Micro F1 Score
24
ACM
58.04AUPRC
23
ACM PLP
87.19Acc
20
ACM PAP
81.7Accuracy
20
ACM zero-shot (test)
89.04AUROC
19
ACM
89.4AUC
19
ACM (20% train)
92.67Micro-F1
19
ACM
88.53Surrogate Accuracy
16
ACM (test)
92.73Accuracy (ACC)
15
ACM MinMax (20% test)
89.8Accuracy
13