Our evidence
Replication experiments
Everywhere else in this corpus the subject is someone else's work. Here it is what happened when we ran it. Each note pins one revision of a standalone repository, reports what reproduced and what did not, and says what remains before the study could be called complete.
- HiPoNet melanoma replication The closest recoverable released procedure reached 67.27% against a reported 90.90%, on a platform arm that cannot yet settle why. method/simplicial-learningmethod/topological-deep-learningapplication/single-cellmodality/high-dim-tabular
- TopoMetry cell-cycle replication The pancreas result reproduces directionally, but TopoMetry's 2-D layouts ignore their seed — so no single-run layout number should be quoted. method/spectral-geometrymethod/persistent-homologyapplication/single-cellmodality/high-dim-tabular
- TopoQA interface-quality replication The released TopoQA checkpoint does reproduce the paper's ranking losses — and part of the margin depends on a coordinate defect. method/persistent-homologymethod/topological-deep-learningapplication/structure-qamodality/molecular-structure