Several attempts to achieve the quantitative photoacoustic tomography (q-PAT) have been investigated using point sources or a single-angle wide-field illumination. However, these schemes normally suffer from low signal-to-noise ratio (SNR) or poor quantification in imaging applications on large-size domains, due to the limitation of ANSIsafety incidence and incompleteness in the data acquisition. We herein present a q-PAT implementation that uses multi-angle light-sheet illuminations and calibrated recovering-andaveraging iterations. The scheme can obtain more complete information on the intrinsic absorption from the multi-angle illumination mode, and collect SNR-boosted photoacoustic signals in the selected planes from the wide-field light-sheet excitation. Therefore, the sliced absorption maps over whole body of small-animals can be recovered in a measurementflexible, noise-robust and computation-economic way. The proposed approach is validated by phantom, ex vivo and in vivo experiments, exhibiting promising performances in image fidelity and quantitative accuracy for practical applications. 420-433 (2016). 6. R. Li, P. Wang, L. Lan, F. P. Lloyd, Jr., C. J. Goergen, S. Chen, and J. X. Cheng, "Assessing breast tumor margin by multispectral photoacoustic tomography," Biomed. Opt. Express 6(4), 1273-1281 (2015). 7. M. Schwarz, A. Buehler, J. Aguirre, and V. Ntziachristos, "Three-dimensional multispectral optoacoustic mesoscopy reveals melanin and blood oxygenation in human skin in vivo," J. Biophotonics 9(1-2), 55-60 (2016). 8. J. Xia and L. V. Wang, "Small-animal whole-body photoacoustic tomography: a review," IEEE Trans.