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readme: add citation block

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@@ -190,3 +190,19 @@ Derived from the following upstream connectomic proofreading datasets:
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  - Zebrafish larval connectome
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  License = `other`; users must comply with upstream licenses (which may differ across species/sources). Final outbound license will be set after upstream license review.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - Zebrafish larval connectome
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  License = `other`; users must comply with upstream licenses (which may differ across species/sources). Final outbound license will be set after upstream license review.
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+ ## Citation
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+
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+ If you use ConnectomeBench2, please cite:
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+
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+ ```
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+ Brown, J., Farkas, T., Sharabinskii, G., Boyden, E. S.
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+ ConnectomeBench2: A unified benchmark for automated connectomic proofreading.
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+ (2026, in submission). Brown J. and Farkas T. contributed equally as first authors.
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+ ```
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+
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+ Please also cite the upstream connectome sources used by this dataset:
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+ - MICrONS (mouse cortex): https://www.microns-explorer.org/cortical-mm3
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+ - FlyWire (Drosophila): https://flywire.ai/
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+ - H01 (human cortex): https://h01-release.storage.googleapis.com/landing.html
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+ - Zebrafish (fish1): https://fish1-release.storage.googleapis.com/index.html