AG News
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
AG News small (held-out)
0.259Cost
9
AG News Practical
96.07Mean Accuracy
9
AG News
87.2Accuracy
9
AG News
3.22Total Communication Time (10^3 s)
9
AG News
7.1Backward Transfer (BWT)
8
AG News zero-shot transfer (test)
61.37Perplexity
8
AG News Bus. (held-out)
89.5Balanced Accuracy
8
AG News World (held-out)
91.5Balanced Accuracy
8
AG News (held-out)
99Balanced Accuracy
8
AG News S T (held-out)
91.5Balanced Accuracy
8
AG News
90.12Accuracy
8
AG News
55.7Precision
8
AG-News
23Fine-tuning Rounds
8
AG-News
47.31VRAM Usage
8
AG News
0.527NPMI
8
AG NEWS (test)
95.2Clean Accuracy
8
AG News 45K × 1024
100Recall@10
7
AG News pilot (test)
88.4Accuracy
7
AG News subset targeted BERT-small (test)
-0.016AUC-DEL Plus
7
AG News
89R-A
6
AG News
6.45Time
6
AG News (test)
94ARI
6
AG News
91.8Accuracy
6
AG-News
-0.261Delta Accuracy
6
AG News Dir-0.1 (test)
92Accuracy
6