Automated Essay Scoring on ASAP Prompt 5 All essays (cross-validation)
0.847Quadratic Weighted Kappa (QWK)NPCR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NPCR2026.04 | 0.847 | — | — | — | — | |
| BERTarchitecture=Standard BERT, validation=5-fold CV2026.04 | 0.779 | — | — | — | 0.781 | |
| Human-human QWK2026.04 | — | — | — | 0.753 | — | |
| Human-like ceiling2026.04 | — | — | 0.804 | — | — | |
| Theoretical ceiling2026.04 | — | 0.927 | — | — | — |