Knowledge Tracing on Eedi (cold-start)
68Accuracy (ACC)RAG-KTDeepSeek-R1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAG-KTDeepSeek-R1Type=Ours2026.04 | 68 | 74.4 | 70.43 | |
| LOKTType=LLM-based Methods (Cold-start)2026.04 | 65.88 | 65.52 | 57.9 | |
| CLSTType=LLM-based Methods (Cold-start)2026.04 | 61.45 | 63.6 | 42.23 | |
| AKTType=DL-based Methods2026.04 | 53.55 | 49.69 | 47.68 | |
| DKVMNType=DL-based Methods2026.04 | 51.58 | 51.2 | 52.64 | |
| DKT+Type=DL-based Methods2026.04 | 49.98 | 50.62 | 49.84 | |
| DKTType=DL-based Methods2026.04 | 49.54 | 50.23 | 49.61 |