Codesota · Models · DeepASDResearch1 results · 1 benchmarks
Model card

DeepASD.

Researchopen-sourceAdversary-regularized GNN1 current SOTA

93% AUC-ROC on ABIDE-II combining fMRI and SNPs data.

§ 01 · Benchmarks

Every benchmark DeepASD has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01ABIDE IIMedical · Disease Classificationauc93.0%#1/1source ↗
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area

Where DeepASD actually performs.

Medical
1
benchmark
avg rank #1.0 · 1 SOTA
§ 04 · Related models

Other Research models scored on Codesota.

DenseNet-121 (Chest X-ray)
8M params · 4 results · 2 SOTA
SimpleNet
2 results · 2 SOTA
DGN
1 result · 1 SOTA
DefectDet (ResNet)
1 result · 1 SOTA
PROXI
1 result · 1 SOTA
ASD-SWNet
2 results
ASDFormer
2 results
EfficientAD
2 results
§ 05 · Sources & freshness

Where these numbers come from.

research-paper
1
result
0 of 1 rows marked verified.