AG News
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
AG News
95.7F1 Score
18
AG News (test)
86.53Accuracy
18
AG News
14.6TPR @ 0.1% FPR
17
AG News
1,607Topic Judge Elo Score
16
AG News
0.963MAUVE (World)
16
AG-News
7Latency (s)
15
AG News (test)
93.79Badnets CACC
15
AG News (test)
52.09Perplexity
14
AG News
89.4Title to Desc Alignment Score
14
AG-News
93.6Accuracy
13
AG News 100 labels
10.75Error Rate
13
AG News 40% Instance-Dependent Noise
89.19Accuracy
13
AG News 20% Instance-Dependent Noise
91.78Accuracy
13
AG News 40% Asymmetric Noise
0.914Accuracy
13
AG News 20% Asymmetric Noise
91.87Accuracy
13
AG News 20% Symmetric Noise
92.34Accuracy
13
AG News
0.852AUROC
12
AG News
20Rate of Label Changes
12
AG News Real-world Setting (test)
87.88Accuracy
11
AG News original (test)
95.5Accuracy
11
AG News
80.2PRR
10
AG News In-Domain
84.4Accuracy
10
AG News (test)
88Accuracy
10
AG-News
82.86Accuracy (Acc)
9
AG-News
63.5Accuracy
9