AGNews
Benchmarks
TaskDatasetSOTA resultTrendResults
AGNews
94.4Accuracy
161
AgNews
95Accuracy
119
AGNEWS
95.2Clean Accuracy
118
AgNews
2.03Attack Success Rate
105
AGNews
0ASR
78
AGNEWS
87.3FA Score
65
AGNews
94.12Accuracy (ACC)
63
AGNews synthetic noise (test)
94.05Accuracy
50
AGNews
88.86Macro-F1
49
AGNews
93.52AUPRC
49
AGNews
95.68Accuracy
43
Agnews
0Empirical Privacy Lower Bound (ε_emp)
40
AGNews
93.6Accuracy
38
AgNews
88.2ACC
38
AGNews (test)
90.16Macro F1
37
AGNEWS
92.9Accuracy
34
AGNews
6.78Error Rate
30
AGNews
88.07Macro-F1
30
AGNews (val)
93.8Top-1 Acc
30
AGNews 4 classes symmetric noise e=0.4 (test)
91.63Accuracy
24
AGNews 4 cls.
0.002MSE
22
AGNews
94Performance Score
22
agnews
93.1AUROC
18
AGNews
0.002Estimation Error AUC
18
AGNEWS
91.3Accuracy (Acc)
18