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Naoto Otsuka: v49: equal-weight ensemble of two nearly independent predictors - the K562-only transfer (0.0865 alone) and the three-screen transfer (0.0786 alone), whose predicted log2 fold changes correlate at only rho 0.076. Averaging happens after prediction rather than inside the library blend, which is why it is a different operation from the multi-source entries that lost ground earlier [submission MDZhGPwc7ILcaeDrb5qe]

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1 evaluation · 1 result

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1 evaluation · 1 result. Different protocols are not a single leaderboard.

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Configuration: Naoto Otsuka: v49: equal-weight ensemble of two nearly independent predictors - the K562-only transfer (0.0865 alone) and the three-screen transfer (0.0786 alone), whose predicted log2 fold changes correlate at only rho 0.076. Averaging happens after prediction rather than inside the library blend, which is why it is a different operation from the multi-source entries that lost ground earlier [submission MDZhGPwc7ILcaeDrb5qe]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and C
Dataset subset: 2026 validation contexts A, B and C
0.115 score_avg
score · higher

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Author-reported evaluation · Source checked
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Naoto Otsuka: v49: equal-weight ensemble of two nearly independent predictors - the K562-only transfer (0.0865 alone) and the three-screen transfer (0.0786 alone), whose predicted log2 fold changes correlate at only rho 0.076. Averaging happens after prediction rather than inside the library blend, which is why it is a different operation from the multi-source entries that lost ground earlier [submission MDZhGPwc7ILcaeDrb5qe] · vcc2026-val-1 · 2026 validation contexts A, B and C

vcc2026-val-1

Aggregation: unreported

Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[295].score_avg; submission MDZhGPwc7ILcaeDrb5qe

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Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
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Release 2026-09-29-06401fd5b220 · Record review: discovered

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Stable ID: acquired-configuration-0b22c3606485ae956cb2

source locator
JSON entries[295].score_avg; submission MDZhGPwc7ILcaeDrb5qe
reported configuration
Naoto Otsuka: v49: equal-weight ensemble of two nearly independent predictors - the K562-only transfer (0.0865 alone) and the three-screen transfer (0.0786 alone), whose predicted log2 fold changes correlate at only rho 0.076. Averaging happens after prediction rather than inside the library blend, which is why it is a different operation from the multi-source entries that lost ground earlier [submission MDZhGPwc7ILcaeDrb5qe]
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