Student Performance Prediction on Educational Dataset (students_20)
60AccuracyCogGuard
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CogGuardBackbone=Qwen2.5-3B2026.06 | 60 | 15.4 | 62 | 60 | 61 | |
| SimpleKT2026.06 | 59 | 15.3 | 64 | 59 | 61 | |
| GCN-Embed2026.06 | 50 | 21.4 | 52 | 50 | 51 | |
| SLM-Probe2026.06 | 37 | 32.3 | 38 | 37 | 23 | |
| Few-shot EI2026.06 | 26 | 37.5 | 22 | 26 | 23 |