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ABIDE I.

1,112 resting-state fMRI datasets from 539 individuals with autism spectrum disorder (ASD) and 573 typically developing controls across 17 international sites. Multi-site neuroimaging data for autism classification and biomarker discovery.

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§ 01 · Leaderboard

Results by metric.

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accuracy

Accuracy is the reported evaluation metric for ABIDE I. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for accuracyverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01plymouth-dl-model
Non-API entry from src
unverified982026N/ALooks wrong?
02mcbert
Non-API entry from src
unverified93.42026N/ALooks wrong?
03ae-fcn
Non-API entry from src
unverified852026N/ALooks wrong?
04multi-atlas-dnn
Non-API entry from src
unverified78.072026N/ALooks wrong?
05asd-swnet
Non-API entry from src
unverified76.522026N/ALooks wrong?
06maacnn
Non-API entry from src
unverified75.122026N/ALooks wrong?
07al-negat
Non-API entry from src
unverified74.72026N/ALooks wrong?
08braingnn
Non-API entry from src
unverified73.32026N/ALooks wrong?
09gcn
Non-API entry from src
unverified72.22026N/ALooks wrong?
10multi-task-transformer
Non-API entry from src
unverified722026N/ALooks wrong?
11phgcl-ddgformer
Non-API entry from src
unverified70.92026N/ALooks wrong?
12svm-connectivity
Non-API entry from src
unverified70.12026N/ALooks wrong?
13deep-learning-heinsfeld
Non-API entry from src
unverified702026N/ALooks wrong?
14mvs-gcn
Non-API entry from src
unverified69.382026N/ALooks wrong?
15abraham-connectomes
Non-API entry from src
unverified672026N/ALooks wrong?
16random-forest
Non-API entry from src
unverified632026N/ALooks wrong?

auc

Auc is the reported evaluation metric for ABIDE I. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for aucverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01asd-swnet
Non-API entry from src
unverified812026N/ALooks wrong?
02braingт
Non-API entry from src
unverified78.72026N/ALooks wrong?
03gcn
Non-API entry from src
unverified782026N/ALooks wrong?
04svm-connectivity
Non-API entry from src
unverified772026N/ALooks wrong?
05mvs-gcn
Non-API entry from src
unverified69.012026N/ALooks wrong?
§ 04 · Submit a result

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