Counterfactual Student Writing Evaluation on CLASSE (val)
2.58Per-side Likert (GM)Gumber Machine
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Gumber MachineDimension=Score Improvement2026.05 | 2.58 | — | 0.41 | 83 | 50 | 1 | 72 | 44 | |
| Gumber MachineDimension=Utility2026.05 | 2.43 | — | 0.75 | 88 | 53 | 0.49 | 75 | 47 | |
| Gumber MachineDimension=Similarity2026.05 | 1.77 | — | 0.03 | 64 | 62 | 0.02 | — | — | |
| Minimal-EditDimension=Score Improvement2026.05 | — | 2.64 | — | — | — | — | — | — | |
| Minimal-EditDimension=Similarity2026.05 | — | 1.67 | — | — | — | — | — | — | |
| Minimal-EditDimension=Utility2026.05 | — | 2.46 | — | — | — | — | — | — |