ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish

JM Lueckmann, A Immer, ABY Chen, PH Li, MD Petkova, NA Iyer, LW Hesselink, A Dev, G Ihrke, W Park, A Petruncio, A Weigel, W Korff, F Engert, JW Lichtman, M Januszewski, V Jain
ICLR, 2025
Overview

Abstract

Data-driven benchmarks have led to significant progress in key scientific modeling domains including weather and structural biology. Here, we introduce the Zebrafish Activity Prediction Benchmark (ZAPBench) to measure progress on the problem of predicting cellular-resolution neural activity throughout an entire vertebrate brain.

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