Learner Performance Prediction on SLP-Math
-0.0014Log Miss (10%) AUC Change RatioOSCD
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OSCDArchitecture Variant=SA42026.01 | -0.0014 | -0.0041 | -0.0057 | 0.0083 | -0.0076 | -0.0136 | -0.0251 | -0.0398 | -0.0001 | -0.0015 | -0.0007 | 0.0024 | -0.0729 | -0.1677 | -0.2379 | -0.3485 | 0.0586 | |
| OSCDArchitecture Variant=SA52026.01 | -0.0019 | -0.0022 | -0.0047 | 0.0057 | -0.0073 | -0.0122 | -0.0239 | -0.0408 | 0 | 0.0006 | -0.0007 | 0.0001 | -0.0832 | -0.1656 | -0.2389 | -0.3627 | 0.0594 | |
| OSCDArchitecture Variant=SA22026.01 | -0.0027 | -0.0039 | -0.0052 | 0.006 | -0.0102 | -0.0143 | -0.0261 | -0.0429 | -0.0029 | -0.0006 | -0.0004 | -0.0023 | -0.0747 | -0.1562 | -0.2379 | -0.3521 | 0.0587 | |
| MIRT2026.01 | -0.0029 | 0.0069 | -0.0077 | 0.0058 | -0.017 | -0.0314 | -0.0413 | -0.0915 | -0.0222 | -0.0231 | -0.0283 | -0.0264 | -0.0918 | -0.1681 | -0.2581 | -0.384 | 0.0754 | |
| OSCDArchitecture Variant=SA32026.01 | -0.003 | -0.0049 | -0.0034 | 0.0079 | -0.0094 | -0.0156 | -0.0252 | -0.042 | -0.001 | -0.0026 | 0.0005 | -0.002 | -0.0726 | -0.1567 | -0.2405 | -0.3511 | 0.0586 | |
| KSCD2026.01 | -0.0033 | 0.0051 | -0.011 | 0.0106 | -0.0133 | -0.0157 | -0.0287 | -0.0538 | 0.0014 | 0.0007 | 0.0019 | 0.003 | -0.0946 | -0.1768 | -0.2721 | -0.3788 | 0.0669 | |
| NCD2026.01 | -0.0033 | 0.0098 | -0.009 | 0.0137 | -0.0127 | -0.0162 | -0.0341 | -0.0623 | -0.0033 | 0.0038 | -0.0025 | -0.0004 | -0.0933 | -0.2409 | -0.2677 | -0.3767 | 0.0718 | |
| OSCDArchitecture Variant=SA12026.01 | -0.0037 | -0.0057 | -0.0045 | 0.0049 | -0.01 | -0.0141 | -0.023 | -0.0441 | -0.0016 | -0.0013 | 0.0005 | -0.0034 | -0.0741 | -0.1565 | -0.2397 | -0.4139 | 0.0626 | |
| EMO-NAS-CDArchitecture Variant=S12026.01 | -0.0038 | 0.0047 | -0.0076 | 0.0083 | -0.0115 | -0.0139 | -0.0388 | -0.0517 | 0.0002 | 0.0026 | 0.0001 | 0.0032 | -0.0953 | -0.1769 | -0.263 | -0.3885 | 0.0669 | |
| DINA2026.01 | -0.0039 | -0.0283 | -0.0515 | 0.021 | -0.0295 | -0.0972 | -0.1468 | -0.0813 | -0.0117 | -0.0283 | -0.0461 | 0.0435 | -0.0239 | -0.116 | -0.2178 | -0.3159 | 0.0789 | |
| RCD2026.01 | -0.0042 | 0.0024 | -0.0129 | 0.0197 | -0.0106 | -0.0185 | -0.03 | -0.0585 | -0.0015 | 0.0149 | 0.0174 | 0.0093 | -0.0948 | -0.2497 | -0.2721 | -0.3789 | 0.0747 | |
| MF2026.01 | -0.0048 | 0.0041 | -0.0035 | 0.0146 | -0.0144 | -0.0171 | -0.0353 | -0.0538 | 0 | -0.0009 | 0.0047 | 0.0025 | -0.0967 | -0.2459 | -0.2646 | -0.3749 | 0.0711 | |
| IRT2026.01 | -0.0053 | -0.0497 | -0.0209 | 0.0376 | -0.0297 | -0.1041 | -0.0992 | -0.0608 | 0 | -0.0548 | -0.0133 | 0.0284 | -0.0773 | -0.1788 | -0.2407 | -0.3524 | 0.0846 | |
| ReliCD2026.01 | -0.0056 | 0.0067 | -0.0115 | 0.0093 | -0.0168 | -0.0209 | -0.0391 | -0.0682 | -0.0074 | 0.0002 | -0.0051 | -0.0028 | -0.0964 | -0.2383 | -0.2667 | -0.3757 | 0.0732 | |
| ORCDF2026.01 | -0.0056 | 0.0041 | -0.0103 | -0.0034 | -0.0313 | -0.0387 | -0.062 | -0.1342 | -0.0188 | -0.013 | -0.0035 | -0.0135 | -0.095 | -0.1735 | -0.2681 | -0.4021 | 0.0798 | |
| KaNCD2026.01 | -0.0082 | 0.0084 | -0.0058 | 0.0017 | -0.0253 | -0.0332 | -0.057 | -0.1297 | -0.0141 | -0.0078 | 0.0013 | -0.0086 | -0.0903 | -0.1694 | -0.2636 | -0.3986 | 0.0764 | |
| EMO-NAS-CDArchitecture Variant=S22026.01 | -0.0095 | -0.019 | -0.0084 | 0.0124 | -0.0099 | -0.0145 | -0.0282 | -0.045 | 0.0022 | -0.003 | -0.0005 | 0.0062 | -0.0959 | -0.1711 | -0.2621 | -0.371 | 0.0662 | |
| EMO-NAS-CDArchitecture Variant=S32026.01 | -0.0114 | -0.0202 | -0.0601 | 0.0346 | -0.0055 | -0.0272 | -0.0315 | -0.0215 | 0.019 | -0.0081 | -0.0146 | 0.0019 | -0.0862 | -0.1647 | -0.2352 | -0.3479 | 0.0681 |