Eedi
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Personalized distractor generation | Eedi 100 Student 1361 | Accuracy32.1 | 45 | |
| Student Simulation | EEDI (test) | FT98 | 14 | |
| Dialogue Annotation | Eedi (test) | Cohen's Kappa0.743 | 12 | |
| Knowledge Tracing | Eedi | AUC75.79 | 9 | |
| Knowledge Tracing | Eedi | NLL0.552 | 8 | |
| Group-level distractor generation | Eedi Elementary Math 100 | Recall31.66 | 8 | |
| Knowledge Tracing | Eedi (cold-start) | Accuracy (ACC)68 | 7 | |
| Knowledge Tracing Report Quality Evaluation | Eedi | Explainability4.9 | 4 | |
| Binary correctness prediction | Eedi (val) | Accuracy72.44 | 3 | |
| CTT-difficulty prediction | EEDI (pooled items) | SD0.156 | 1 |
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