AG News
Benchmarks
TaskDatasetSOTA resultTrendResults
AG News (test)
94.7Accuracy
326
AG-NEWS
94.1Accuracy
248
AG-News
95.58Accuracy
228
AG News (test)
94.91Accuracy
128
AG News (Fourth Session Transition)
77.18Accuracy
48
AG News (Second Session Transition)
76.27Accuracy
48
AG News (test)
91.7Accuracy
48
AG News
4.76PPL
45
AG NEWS RoBERTa-large (test)
95.6CACC
44
AG News (test)
0.909AUC
43
AG News
96.15Classification Accuracy (CA)
39
AG News
0.915LFR
37
AG News (val)
18.19Perplexity
36
AG News
0.917Micro-F1
33
AG News (test)
98SLFR
29
Ag-News
100TPR@10
28
AG News
94.5Accuracy
26
NLPAD-AGNews
94.84AUROC
25
AG-news (test)
2Rate of Label Changes
24
AG-News
85.9Triplet Alignment Accuracy (AG-News)
24
AG News
96.7F1 Score
24
AG News zero-shot
52.09Perplexity
22
AG News
234Training Time
21
AG News
54.63t-value
20
AG News 40 labels
0.107Top-1 Error Rate
19