rewirebio.iobenchmarks
Evidence and investigation

Contested results

Where one study disagrees with what other studies report for the same models, and what we are doing to resolve each case.

These are automatic leads, not findings of error. Each release, a check compares how every study ranks the models it shares with other studies. It flags a study that reverses the order the others agree on, or whose gap to a shared reference model lies well outside theirs. Different tasks, populations or metrics often explain a flag.

A flag never hides a result. Flagged results stay in every table, page and download, marked Contested. A result is withheld only when a reviewer marks it disputed.

How the check works, and how each follow-up is recorded: discrepancies between studies.

In this release

  • 121open
  • 5settled
  • 7resolved
  • 1medium severity
  • 132low severity

Release 2026-11-02-a7f03c9e55a5 · 133 findings in all · rules version 4

Findings

Status: All · Open · Settled · Resolved

Severity: All · Medium · Low

State: All · Not yet reviewed · Under investigation · Explained · Confirmed error · Not a real disagreement

Showing findings that compare DANN. All models

1 finding matches, most severe first.

DANN and GERP: Clinical likelihood ratios and balanced accuracy for 44 in silico tools against multiple large-scale functional assays of cancer susceptibility genes reverses the order

  • Low severity
  • Not yet reviewed
  • Ordering reversal
  • unknown

Clinical likelihood ratios and balanced accuracy for 44 in silico tools against multiple large-scale functional assays of cancer susceptibility genes ranks GERP above DANN in 5 of 6 comparisons; 2 of 2 other studies rank DANN above GERP.

2 papers rank DANN above GERP in all 12 comparisons that are not ties (1 is a tie). Clinical likelihood ratios and balanced… ranks GERP above DANN in 5 of its 6 comparisons and DANN higher in 1.

Comparisons in which each paper scores DANN or GERP higher2 other papers: DANN higher in 12, GERP higher in 0, 1 tie. Clinical likelihood ratios and balanced… (disagrees): DANN higher in 1, GERP higher in 5, 0 ties.2 other papers12 DANN higher121 tieDisagrees: Clinical likelihood ratios and balanced…Clinical likelihood ratios and balanced accuracy for 44 in silico tools against multiple large-scale functional assays of cancer susceptibility genes1 DANN higher15 GERP higher5
DANN higherTieGERP higher
Compared
DANN, GERP

Not reviewed yet.