AGNews
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
AGNews non-IID distribution, alpha=0.1
85.22Accuracy
10
AGNews (test)
60Precision
10
AGNews (AGN) (train)
89.91Accuracy
10
AGNews
87F1 Score
10
AGnews binary subsample (test)
2.56AUC-DEL
10
AgNews
0.89Kendall Correlation
10
AGNews (test)
96.16Perturbation S (20%)
10
AGNews
89.1Accuracy
9
AGNews
91.6Accuracy
9
AGNews
2.92Topic Coherence Rating
8
AGNews
77.4Reconstruction Rate
8
AGNews-Transformers (80% threshold)
0.896Kendall's tau
8
AGNews Transformers (60% threshold)
0.903Kendall's tau
8
AGNews Transformers (40% threshold)
0.901Kendall's Tau
8
AGNews Transformers 20% threshold
0.913Kendall's tau
8
AGNews Transformers No threshold
0.914Kendall's Tau
8
AgNews
91.42Accuracy
8
AgNews Title
0.492AMI
8
AgNews Title
0.529ARI
8
AgNews
90.94Accuracy
8
AGNews
92Utility
7
Agnews
82.8FA
7
AgNews (test)
0.951FID
7
AgNews
0.71Cv
6
AGNews (test)
81.7T-PGD Score
6