# Disorder Diagnosis (HC vs. ASD) on ABIDE (NYU site) Source: [Disorder Diagnosis (HC vs. ASD) on ABIDE (NYU site)]() Collection index: [llms.txt]() Data updated: 2026-03-23T10:24:06.200Z Evaluation of diagnostic performance (Healthy Control vs. Autism Spectrum Disorder) using data sourced specifically from the NYU site of the ABIDE dataset, reporting Accuracy (ACC) and AUC. 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 | Disorder Diagnosis (HC vs. ASD) | | Dataset (including any stated split) | ABIDE (NYU site) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | KD-Brain | 78.7 | Not recorded | 69c0c9020636e5bf4afc3b64 | | KD-Brain | 77.3 | Not recorded | 69c0c9020636e5bf4afc3b64 | | KD-Brain | 76.8 | Not recorded | 69c0c9020636e5bf4afc3b64 | | KD-Brain | 74 | Not recorded | 69c0c9020636e5bf4afc3b64 | | KD-Brain | 73.7 | Not recorded | 69c0c9020636e5bf4afc3b64 | | KD-Brain | 73.4 | Not recorded | 69c0c9020636e5bf4afc3b64 | | CAGT | 73.2 | Not recorded | 69c0c9020636e5bf4afc3b64 | | BNT | 71.9 | Not recorded | 69c0c9020636e5bf4afc3b64 | | MVS-GCN | 71.4 | Not recorded | 69c0c9020636e5bf4afc3b64 | | STAGIN | 71.1 | Not recorded | 69c0c9020636e5bf4afc3b64 | | Com-BrainTF | 71 | Not recorded | 69c0c9020636e5bf4afc3b64 | | SVM-RFE | 69.4 | Not recorded | 69c0c9020636e5bf4afc3b64 | | MDGL | 67.1 | Not recorded | 69c0c9020636e5bf4afc3b64 | | FNDL | 66.9 | Not recorded | 69c0c9020636e5bf4afc3b64 | | EAG-RS | 64.9 | Not recorded | 69c0c9020636e5bf4afc3b64 | | BrainGNN | 64.4 | Not recorded | 69c0c9020636e5bf4afc3b64 | | HeBrainGNN | 63.4 | Not recorded | 69c0c9020636e5bf4afc3b64 | ### KD-Brain Accuracy: 78.7. Result ID: 69c1147247f34ce924a92353. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hyperparameter q":"2"}. This record does not assert independent reproduction. ### KD-Brain Accuracy: 77.3. Result ID: 69c1147247f34ce924a92352. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hyperparameter q":"1"}. This record does not assert independent reproduction. ### KD-Brain Accuracy: 76.8. Result ID: 69c1147247f34ce924a92354. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hyperparameter q":"3"}. This record does not assert independent reproduction. ### KD-Brain Accuracy: 74. Result ID: 69c1147247f34ce924a92357. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ablation Components":"w/o Lpmc"}. This record does not assert independent reproduction. ### KD-Brain Accuracy: 73.7. Result ID: 69c1147247f34ce924a92355. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Knowledge Distillation Strategy":"SSIL -\> GAT"}. This record does not assert independent reproduction. ### KD-Brain Accuracy: 73.4. Result ID: 69c1147247f34ce924a92356. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ablation Components":"w/o Hsp"}. This record does not assert independent reproduction. ### CAGT Accuracy: 73.2. Result ID: 69c1147247f34ce924a92351. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BNT Accuracy: 71.9. Result ID: 69c1147247f34ce924a9234f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MVS-GCN Accuracy: 71.4. Result ID: 69c1147247f34ce924a9234c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STAGIN Accuracy: 71.1. Result ID: 69c1147247f34ce924a9234a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Com-BrainTF Accuracy: 71. Result ID: 69c1147247f34ce924a92350. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SVM-RFE Accuracy: 69.4. Result ID: 69c1147247f34ce924a92347. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MDGL Accuracy: 67.1. Result ID: 69c1147247f34ce924a92349. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FNDL Accuracy: 66.9. Result ID: 69c1147247f34ce924a92348. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EAG-RS Accuracy: 64.9. Result ID: 69c1147247f34ce924a9234e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BrainGNN Accuracy: 64.4. Result ID: 69c1147247f34ce924a9234b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HeBrainGNN Accuracy: 63.4. Result ID: 69c1147247f34ce924a9234d. [Reporting paper]() [Method origin 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.