# Cognitive Diagnosis on SLP-Math (60% 20% 20%) Source: [Cognitive Diagnosis on SLP-Math (60% 20% 20%)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:21:55.703Z Evaluation of model performance on the SLP-Math dataset using the 60%/20%/20% split configuration for Cognitive Diagnosis tasks, reporting metrics like ACC, AUC, and 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 (60% 20% 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 | | --- | --- | --- | --- | | OSCD | 78.73 | Not recorded | 69608b6953fdd5c361744268 | | KSCD | 78.63 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.53 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.49 | Not recorded | 69608b6953fdd5c361744268 | | ReliCD | 78.43 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 78.25 | Not recorded | 69608b6953fdd5c361744268 | | ORCDF | 77.99 | Not recorded | 69608b6953fdd5c361744268 | | NCD | 77.91 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 77.67 | Not recorded | 69608b6953fdd5c361744268 | | MIRT | 77.64 | Not recorded | 69608b6953fdd5c361744268 | | RCD | 77.49 | Not recorded | 69608b6953fdd5c361744268 | | KaNCD | 77.44 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 77.4 | Not recorded | 69608b6953fdd5c361744268 | | MF | 76.99 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 76.79 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 74.47 | Not recorded | 69608b6953fdd5c361744268 | | IRT | 72.83 | Not recorded | 69608b6953fdd5c361744268 | | DINA | 61.56 | Not recorded | 69608b6953fdd5c361744268 | ### OSCD ACC: 78.73. Result ID: 6998b0995698665ec413629e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA2"}. This record does not assert independent reproduction. ### KSCD ACC: 78.63. Result ID: 6998b0995698665ec4136296. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OSCD ACC: 78.53. Result ID: 6998b0995698665ec41362a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA4"}. This record does not assert independent reproduction. ### OSCD ACC: 78.49. Result ID: 6998b0995698665ec413629d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA1"}. This record does not assert independent reproduction. ### ReliCD ACC: 78.43. Result ID: 6998b0995698665ec4136298. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OSCD ACC: 78.25. Result ID: 6998b0995698665ec413629f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA3"}. This record does not assert independent reproduction. ### ORCDF ACC: 77.99. Result ID: 6998b0995698665ec4136299. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NCD ACC: 77.91. Result ID: 6998b0995698665ec4136294. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OSCD ACC: 77.67. Result ID: 6998b0995698665ec41362a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"architecture":"SA5"}. This record does not assert independent reproduction. ### MIRT ACC: 77.64. Result ID: 6998b0995698665ec4136292. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RCD ACC: 77.49. Result ID: 6998b0995698665ec4136295. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KaNCD ACC: 77.44. Result ID: 6998b0995698665ec4136297. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMO-NAS-CD ACC: 77.4. Result ID: 6998b0995698665ec413629a. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S1"}. This record does not assert independent reproduction. ### MF ACC: 76.99. Result ID: 6998b0995698665ec4136293. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMO-NAS-CD ACC: 76.79. Result ID: 6998b0995698665ec413629b. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S2"}. This record does not assert independent reproduction. ### EMO-NAS-CD ACC: 74.47. Result ID: 6998b0995698665ec413629c. [Reporting paper]() Recorded evaluation configuration: {"architecture":"S3"}. This record does not assert independent reproduction. ### IRT ACC: 72.83. Result ID: 6998b0995698665ec4136291. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DINA ACC: 61.56. Result ID: 6998b0995698665ec4136290. [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.