# Cognitive Diagnosis on SLP-Math (80%/10%/10%) Source: [Cognitive Diagnosis on SLP-Math (80%/10%/10%)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:02.017Z Evaluation of model performance on the SLP-Math dataset using the specific 80%/10%/10% split configuration for Cognitive Diagnosis tasks, reporting Accuracy (ACC), Area Under the Curve (AUC), and Root Mean Square Error (RMSE). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Cognitive Diagnosis | | Dataset (including any stated split) | SLP-Math (80%/10%/10%) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. - [RMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | OSCD | 79.06 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.74 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.74 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.66 | Not recorded | 69608b6953fdd5c361744268 | | ORCDF | 78.27 | Not recorded | 69608b6953fdd5c361744268 | | NCD | 78.18 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.18 | Not recorded | 69608b6953fdd5c361744268 | | RCD | 77.95 | Not recorded | 69608b6953fdd5c361744268 | | ReliCD | 77.94 | Not recorded | 69608b6953fdd5c361744268 | | KaNCD | 77.86 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 77.86 | Not recorded | 69608b6953fdd5c361744268 | | MIRT | 77.62 | Not recorded | 69608b6953fdd5c361744268 | | MF | 77.62 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 77.54 | Not recorded | 69608b6953fdd5c361744268 | | KSCD | 77.22 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 73.29 | Not recorded | 69608b6953fdd5c361744268 | | IRT | 69.68 | Not recorded | 69608b6953fdd5c361744268 | | DINA | 61.02 | Not recorded | 69608b6953fdd5c361744268 | ### OSCD Accuracy: 79.06. Result ID: 6998b0995698665ec41362c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA2"}. This record does not assert independent reproduction. ### OSCD Accuracy: 78.74. Result ID: 6998b0995698665ec41362c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA4"}. This record does not assert independent reproduction. ### OSCD Accuracy: 78.74. Result ID: 6998b0995698665ec41362c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA5"}. This record does not assert independent reproduction. ### OSCD Accuracy: 78.66. Result ID: 6998b0995698665ec41362c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA1"}. This record does not assert independent reproduction. ### ORCDF Accuracy: 78.27. Result ID: 6998b0995698665ec41362bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NCD Accuracy: 78.18. Result ID: 6998b0995698665ec41362b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OSCD Accuracy: 78.18. Result ID: 6998b0995698665ec41362c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA3"}. This record does not assert independent reproduction. ### RCD Accuracy: 77.95. Result ID: 6998b0995698665ec41362b9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReliCD Accuracy: 77.94. Result ID: 6998b0995698665ec41362bc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KaNCD Accuracy: 77.86. Result ID: 6998b0995698665ec41362bb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMO-NAS-CD Accuracy: 77.86. Result ID: 6998b0995698665ec41362be. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S1"}. This record does not assert independent reproduction. ### MIRT Accuracy: 77.62. Result ID: 6998b0995698665ec41362b6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MF Accuracy: 77.62. Result ID: 6998b0995698665ec41362b7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMO-NAS-CD Accuracy: 77.54. Result ID: 6998b0995698665ec41362bf. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S2"}. This record does not assert independent reproduction. ### KSCD Accuracy: 77.22. Result ID: 6998b0995698665ec41362ba. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMO-NAS-CD Accuracy: 73.29. Result ID: 6998b0995698665ec41362c0. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S3"}. This record does not assert independent reproduction. ### IRT Accuracy: 69.68. Result ID: 6998b0995698665ec41362b5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DINA Accuracy: 61.02. Result ID: 6998b0995698665ec41362b4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.