Automated Essay Scoring on ELLIPSE
0.72Quadratic Weighted KappaMTAA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MTAATrait=Grammar2026.04 | 0.72 | — | — | — | 0.74 | |
| MTAATrait=Conventions2026.04 | 0.71 | — | — | — | 0.75 | |
| MTAATrait=Syntax2026.04 | 0.69 | — | — | — | 0.72 | |
| MTAATrait=Phraseology2026.04 | 0.69 | — | — | — | 0.73 | |
| MTAATrait=Avg.2026.04 | 0.685 | — | — | — | 0.717 | |
| MTAATrait=Vocabulary2026.04 | 0.67 | — | — | — | 0.7 | |
| MTAATrait=Cohesion2026.04 | 0.63 | — | — | — | 0.66 | |
| BERTTrait=Grammar2026.04 | 0.592 | — | — | — | 0.613 | |
| BERTTrait=Conventions2026.04 | 0.564 | — | — | — | 0.591 | |
| BERTTrait=Avg.2026.04 | 0.538 | — | — | — | 0.571 | |
| BERTTrait=Vocabulary2026.04 | 0.534 | — | — | — | 0.557 | |
| BERTTrait=Syntax2026.04 | 0.533 | — | — | — | 0.575 | |
| BERTTrait=Phraseology2026.04 | 0.531 | — | — | — | 0.586 | |
| BERTTrait=Cohesion2026.04 | 0.476 | — | — | — | 0.505 | |
| Human-human QWKTrait=Cohesion2026.04 | — | — | — | 0.504 | — | |
| Human-human QWKTrait=Syntax2026.04 | — | — | — | 0.501 | — | |
| Human-human QWKTrait=Vocabulary2026.04 | — | — | — | 0.469 | — | |
| Human-human QWKTrait=Phraseology2026.04 | — | — | — | 0.496 | — | |
| Human-human QWKTrait=Grammar2026.04 | — | — | — | 0.522 | — | |
| Human-human QWKTrait=Conventions2026.04 | — | — | — | 0.511 | — | |
| Human-human QWKTrait=Avg.2026.04 | — | — | — | 0.501 | — | |
| Human-like ceilingTrait=Cohesion2026.04 | — | — | 0.581 | — | — | |
| Human-like ceilingTrait=Syntax2026.04 | — | — | 0.578 | — | — | |
| Human-like ceilingTrait=Vocabulary2026.04 | — | — | 0.547 | — | — | |
| Human-like ceilingTrait=Phraseology2026.04 | — | — | 0.573 | — | — | |
| Human-like ceilingTrait=Grammar2026.04 | — | — | 0.597 | — | — | |
| Human-like ceilingTrait=Conventions2026.04 | — | — | 0.588 | — | — | |
| Human-like ceilingTrait=Avg.2026.04 | — | — | 0.577 | — | — | |
| Theoretical ceilingTrait=Cohesion2026.04 | — | 0.818 | — | — | — | |
| Theoretical ceilingTrait=Syntax2026.04 | — | 0.817 | — | — | — | |
| Theoretical ceilingTrait=Vocabulary2026.04 | — | 0.799 | — | — | — | |
| Theoretical ceilingTrait=Phraseology2026.04 | — | 0.814 | — | — | — | |
| Theoretical ceilingTrait=Grammar2026.04 | — | 0.828 | — | — | — | |
| Theoretical ceilingTrait=Conventions2026.04 | — | 0.823 | — | — | — | |
| Theoretical ceilingTrait=Avg.2026.04 | — | 0.816 | — | — | — |