Exercise Cold Start on NIPS34
70.76AccuracyOracle
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OracleCognitive Diagnosis Model=MIRT2025.05 | 70.76 | 77.41 | 0.4381 | |
| OracleCognitive Diagnosis Model=IRT2025.05 | 70.74 | 77.38 | 0.4383 | |
| OracleCognitive Diagnosis Model=NCDM2025.05 | 70.68 | 77.11 | 0.4418 | |
| LMCDCognitive Diagnosis Model=MIRT2025.05 | 68.23 | 74.31 | 0.4527 | |
| LMCDCognitive Diagnosis Model=IRT2025.05 | 68.13 | 74.4 | 0.4525 | |
| LMCDCognitive Diagnosis Model=NCDM2025.05 | 67.76 | 74.07 | 0.4545 | |
| Qwen3ECognitive Diagnosis Model=MIRT2025.05 | 67.62 | 73.36 | 0.4559 | |
| BgeCognitive Diagnosis Model=MIRT2025.05 | 67.52 | 73.61 | 0.4581 | |
| BgeCognitive Diagnosis Model=NCDM2025.05 | 67.41 | 73.39 | 0.4598 | |
| Qwen3ECognitive Diagnosis Model=IRT2025.05 | 67.4 | 73.17 | 0.4565 | |
| BgeCognitive Diagnosis Model=IRT2025.05 | 67.08 | 72.85 | 0.4581 | |
| BertCognitive Diagnosis Model=NCDM2025.05 | 66.53 | 71.59 | 0.4707 | |
| Qwen3ECognitive Diagnosis Model=NCDM2025.05 | 66.5 | 72.57 | 0.4648 | |
| BertCognitive Diagnosis Model=MIRT2025.05 | 66.38 | 72.17 | 0.4642 | |
| RobertaCognitive Diagnosis Model=MIRT2025.05 | 66.31 | 72.04 | 0.4609 | |
| RobertaCognitive Diagnosis Model=NCDM2025.05 | 66.3 | 72.04 | 0.461 | |
| KCDCognitive Diagnosis Model=NCDM2025.05 | 66.07 | 72.09 | 0.5819 | |
| RobertaCognitive Diagnosis Model=IRT2025.05 | 65.76 | 71.65 | 0.4631 | |
| BertCognitive Diagnosis Model=IRT2025.05 | 65.75 | 71.53 | 0.4651 | |
| KCDCognitive Diagnosis Model=IRT2025.05 | 65.04 | 70.31 | 0.4871 | |
| KCDCognitive Diagnosis Model=MIRT2025.05 | 61.46 | 70.44 | 0.4898 | |
| TechCDCognitive Diagnosis Model=IRT2025.05 | 55.48 | 55.6 | 0.4964 | |
| TechCDCognitive Diagnosis Model=MIRT2025.05 | 55.2 | 55.54 | 0.4969 | |
| TechCDCognitive Diagnosis Model=NCDM2025.05 | 54.14 | 55.75 | 0.528 | |
| RandomCognitive Diagnosis Model=NCDM2025.05 | 50.16 | 50.16 | 0.5205 | |
| RandomCognitive Diagnosis Model=IRT2025.05 | 49.57 | 49.07 | 0.5002 | |
| RandomCognitive Diagnosis Model=MIRT2025.05 | 46.14 | 49.47 | 0.5265 |