NeuralBench: A Unifying Framework to Benchmark NeuroAI Models. - Hubert J. Banville; Stéphane d'Ascoli; Simon Dahan; Jérémy Rapin; Marlène Careil; Yohann Benchetrit; Jarod Lévy; Saarang Panchavati; Antoine Ratouchniak; Mingfang Zhang 006; Elisa Cascardi; Katelyn Begany; et al. (CoRR, 2026)