AG News
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
AG-News (held-out)
87F1 Score
6
AG News 30% symmetric noise (test)
91.66Accuracy
6
AG News Dir alpha=0.1
93.07Generalized Accuracy
6
AG News Dir alpha=0.1 Standard
97.76Personalized Accuracy (Acc_p)
6
AG News 1000 examples (test)
93.7Accuracy (Original)
6
AG News 200 labels
10.02Top-1 Error Rate
6
AG News
86Macro F1
6
AG News (test)
95.5F1 Score
6
AG News adversarial (test)
94.2Accuracy
6
AG News
89.42Accuracy
5
AG News NIDK50 2015
63.06Accuracy
5
AG News NIDK10 2015
86.78Accuracy
5
AG News
87.8Accuracy
5
AG-News
85.7Logit Flipping
5
AG News (test)
0.951MAUVE
5
AG News Few-shot
1.31TTFT Speedup
4
AG News
0Alarm Rate
4
AG News
100Mean Coverage
4
AG News (test)
95.65Accuracy
4
AG-News
77RT Latency (s)
4
AG News (dev)
86.1Accuracy
4
AG News short protocol (600 steps)
82.8Accuracy
3
AG News
93OA
3
AG News
93Retention Accuracy
3
AG News Topic (test)
75.9Accuracy
3