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Reserve the DisjointCNN name for the port, move aeon's results aside - #25

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Sep 3, 2026
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Reserve the DisjointCNN name for the port, move aeon's results aside#25
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aeon's results are renamed to DisjointCNN-Aeon and kept, rather than deleted: they are the evidence for aeon issue #3775, where a Permute after the final block leaves GlobalAveragePooling2D reducing the wrong axes so the classifier head receives one feature instead of 64, putting it about 20 accuracy points below the published numbers on all 23 shared datasets.

They stay excluded from the leaderboard for the same reason as before, that listing them would read as a claim about the method rather than about one implementation. The exclusion and its explanation move with the name.

DisjointCNN is now free for the port, which follows the authors' training procedure and reaches 0.952 on ERing against 0.964 published, where aeon manages 0.641. Nothing reports under that name until the run lands, so the leaderboard has no DisjointCNN row in the meantime.

Summary

  • What does this PR change?

Checklist

  • I have updated documentation if needed.
  • I have added tests or validation steps if needed.
  • If this PR submits results, it follows results/schema.md.

aeon's results are renamed to DisjointCNN-Aeon and kept, rather than deleted:
they are the evidence for aeon issue #3775, where a Permute after the final
block leaves GlobalAveragePooling2D reducing the wrong axes so the classifier
head receives one feature instead of 64, putting it about 20 accuracy points
below the published numbers on all 23 shared datasets.

They stay excluded from the leaderboard for the same reason as before, that
listing them would read as a claim about the method rather than about one
implementation. The exclusion and its explanation move with the name.

DisjointCNN is now free for the port, which follows the authors' training
procedure and reaches 0.952 on ERing against 0.964 published, where aeon
manages 0.641. Nothing reports under that name until the run lands, so the
leaderboard has no DisjointCNN row in the meantime.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
@TonyBagnall
TonyBagnall merged commit 7db12ed into main Sep 3, 2026
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