Text Classification on AG-News (Acc, Acc_org, PW, SS, QN)
82.86Accuracy (Acc)A2T
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| A2TModel=BERT2026.06 | 82.86 | — | 7.7 | 91 | 27.23 | |
| A2TModel=WordCNN2026.06 | 82.22 | — | 8.52 | 91 | 26.96 | |
| BAEModel=BERT2026.06 | 81.55 | — | 7.28 | 93 | 122.63 | |
| A2TModel=WordLSTM2026.06 | 77.49 | — | 7.59 | 91 | 24.6 | |
| BAEModel=WordCNN2026.06 | 73.93 | — | 6.66 | 92 | 113.6 | |
| BAEModel=WordLSTM2026.06 | 73.53 | — | 6.69 | 92 | 115.96 | |
| GAversaryModel=BERT2026.06 | 73.17 | — | 12.26 | 88 | 218.45 | |
| GAversaryModel=WordLSTM2026.06 | 62.08 | — | 12.74 | 88 | 204.91 | |
| GAversaryModel=WordCNN2026.06 | 56.89 | — | 13.1 | 88 | 203.79 | |
| BERTCondition=Original2026.06 | — | 95.14 | — | — | — | |
| WordCNNCondition=Original2026.06 | — | 91.57 | — | — | — | |
| WordLSTMCondition=Original2026.06 | — | 91.63 | — | — | — |