Student Performance Prediction on Educational Dataset (students_40)
63AccuracyCogGuard
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CogGuardBackbone=Qwen2.5-3B2026.06 | 63 | 14.3 | 63 | 63 | 63 | |
| SimpleKT2026.06 | 61 | 16.9 | 62 | 61 | 61 | |
| SLM-Probe2026.06 | 50 | 21.1 | 50 | 50 | 49 | |
| GCN-Embed2026.06 | 49 | 23 | 49 | 49 | 48 | |
| Few-shot EI2026.06 | 28 | 36.4 | 24 | 28 | 25 |