# Cognitive Diagnosis on SLP-Math (70%/10%/20%) Source: [Cognitive Diagnosis on SLP-Math (70%/10%/20%)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:26:46.540Z Evaluation of model performance on the specific 70%/10%/20% split configuration of the SLP-Math dataset 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 (70%/10%/20%) | | Metric | Acc | | 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 - [Acc](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. - [RMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | Acc | Result date | Report paper | | --- | --- | --- | --- | | KSCD | 79.43 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 79.29 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 79.05 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.91 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.87 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.68 | Not recorded | 69608b6953fdd5c361744268 | | MF | 78.63 | Not recorded | 69608b6953fdd5c361744268 | | ORCDF | 78.45 | Not recorded | 69608b6953fdd5c361744268 | | NCD | 78.3 | Not recorded | 69608b6953fdd5c361744268 | | ReliCD | 78.3 | Not recorded | 69608b6953fdd5c361744268 | | MIRT | 78.16 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.11 | Not recorded | 69608b6953fdd5c361744268 | | RCD | 78.02 | Not recorded | 69608b6953fdd5c361744268 | | KaNCD | 77.97 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 77.55 | Not recorded | 69608b6953fdd5c361744268 | | IRT | 74.87 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 74.11 | Not recorded | 69608b6953fdd5c361744268 | | DINA | 64.8 | Not recorded | 69608b6953fdd5c361744268 | ### KSCD Acc: 79.43. Result ID: 6998b0995698665ec41362a8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OSCD Acc: 79.29. Result ID: 6998b0995698665ec41362b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA5"}. This record does not assert independent reproduction. ### EMO-NAS-CD Acc: 79.05. Result ID: 6998b0995698665ec41362ac. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S1"}. This record does not assert independent reproduction. ### OSCD Acc: 78.91. Result ID: 6998b0995698665ec41362b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA4"}. This record does not assert independent reproduction. ### OSCD Acc: 78.87. Result ID: 6998b0995698665ec41362b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA2"}. This record does not assert independent reproduction. ### OSCD Acc: 78.68. Result ID: 6998b0995698665ec41362b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA3"}. This record does not assert independent reproduction. ### MF Acc: 78.63. Result ID: 6998b0995698665ec41362a5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ORCDF Acc: 78.45. Result ID: 6998b0995698665ec41362ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NCD Acc: 78.3. Result ID: 6998b0995698665ec41362a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReliCD Acc: 78.3. Result ID: 6998b0995698665ec41362aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIRT Acc: 78.16. Result ID: 6998b0995698665ec41362a4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OSCD Acc: 78.11. Result ID: 6998b0995698665ec41362af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA1"}. This record does not assert independent reproduction. ### RCD Acc: 78.02. Result ID: 6998b0995698665ec41362a7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KaNCD Acc: 77.97. Result ID: 6998b0995698665ec41362a9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMO-NAS-CD Acc: 77.55. Result ID: 6998b0995698665ec41362ad. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S2"}. This record does not assert independent reproduction. ### IRT Acc: 74.87. Result ID: 6998b0995698665ec41362a3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMO-NAS-CD Acc: 74.11. Result ID: 6998b0995698665ec41362ae. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S3"}. This record does not assert independent reproduction. ### DINA Acc: 64.8. Result ID: 6998b0995698665ec41362a2. [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.