Trait-wise Automated Essay Scoring on ASAP and ASAP++ (five-fold cross-val)
77.8Overall ScoreDualTrans
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DualTrans2026.05 | 77.8 | 72.6 | 73.2 | 66 | 70.4 | 68.2 | 66.8 | 67.4 | 66.3 | 68.9 | 61.9 | 68.7 | |
| TAPO2026.05 | 77.7 | 76 | 76.4 | 71.2 | 73.4 | 71.4 | 72.8 | 72.5 | 71.1 | 71.7 | 64.2 | 72.6 | |
| T-MES2026.05 | 77.4 | 73 | 75 | 70.2 | 73 | 68.5 | 68.6 | 67.9 | 67.5 | 69.3 | 59 | 70 | |
| GAT-AES2026.05 | 77.1 | 74.2 | 74.9 | 68.7 | 72.6 | 69.4 | 68.6 | 70.9 | 69.2 | 69.9 | 64.9 | 71 | |
| MTL-BiLSTM2026.05 | 76.4 | 68.5 | 70.1 | 60.4 | 66.8 | 61.5 | 56 | 61.5 | 59.8 | 63.2 | 58.2 | 63.8 | |
| RMTS2026.05 | 75.5 | 73.7 | 75.2 | 71.3 | 74.4 | 68.2 | 69 | 70.5 | 69.4 | 70.2 | 61.2 | 70.8 | |
| SaMRL2026.05 | 75.4 | 73.5 | 75.1 | 70.3 | 72.8 | 68.2 | 68.5 | 68.8 | 69.1 | 71 | 62.7 | 70.5 | |
| RaDME2026.05 | 75.4 | 74.4 | 75.9 | 70.6 | 73.6 | 70.1 | 69.2 | 69.3 | 69.2 | 71.9 | 62.3 | 71.1 | |
| ArTS2026.05 | 75.2 | 72.9 | 74.9 | 70.1 | 72.7 | 67.7 | 68.3 | 68.3 | 68.3 | 71.2 | 62.1 | 70.2 | |
| STL-LSTM2026.05 | 75 | 70.7 | 73.1 | 64 | 69.9 | 64.9 | 60.5 | 62.1 | 61.2 | 65.9 | 54.4 | 65.6 | |
| HISK2026.05 | 71.8 | 67.9 | 69.7 | 60.5 | 65.9 | 61 | 52.7 | 57.9 | 55.3 | 60.9 | 48.9 | 61.1 |