Text Classification on AAPD
95.64Micro-F1LAGAMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LAGAMCTrainable Parameters (M)=22.692025.06 | 95.64 | 88.43 | |
| T5-LargeTrainable Parameters (M)=22.682025.06 | 84.23 | 71.59 | |
| T5-BaseTrainable Parameters (M)=22.322025.06 | 82.25 | 71.22 | |
| ReneeTrainable Parameters (M)=822025.06 | 77.82 | 66.04 | |
| DeepXMLTrainable Parameters (M)=1612025.06 | 75.63 | 64.58 | |
| DEXATrainable Parameters (M)=1342025.06 | 74.21 | 63.12 | |
| SiameseXMLTrainable Parameters (M)=1152025.06 | 72.48 | 60.43 | |
| BERTTrainable Parameters (M)=1102025.06 | 71.3 | 55.9 | |
| GalaXCTrainable Parameters (M)=412025.06 | 70.65 | 58.17 | |
| XLNetTrainable Parameters (M)=1102025.06 | 70.07 | 58.39 | |
| TextRNNTrainable Parameters (M)=3.862025.06 | 69.28 | 52.27 | |
| ROBERTaTrainable Parameters (M)=1252025.06 | 69.14 | 54.88 | |
| AttentionXMLTrainable Parameters (M)=1122025.06 | 69.01 | 56.28 | |
| StarTransformerTrainable Parameters (M)=3.842025.06 | 68.22 | 49.36 | |
| AttentiveConvNetTrainable Parameters (M)=3.912025.06 | 68.11 | 49.21 | |
| TextCNNTrainable Parameters (M)=3.882025.06 | 67.71 | 49.85 | |
| ChatGPT2025.06 | 48.11 | 29.21 |