Background: Previous studies used the signal intensity (SI) to reflect liver function. However, there are still few studies on the assessment of liver function via the portal vein, and no study has pointed out that in terms of SI (liver, spleen, portal vein), which one can better reflect liver function. Therefore, the aim of this study is to investigate whether these parameters can be used to evaluate liver function in patients with cirrhosis and determine which parameter is best.Methods: A total of 120 patients with normal livers (n = 41) or Child–Pugh class A (n = 50), B (n = 21) or C (n = 8) disease who underwent Gd-EOB-DTPA-enhanced MRI were retrospectively reviewed. Comparisons of the SI of the liver parenchyma, portal vein, and spleen and liver-to-portal vein (LPC), liver-to-spleen (LSC), and portal vein-to-spleen (PSC) contrast ratios on the 15-min hepatobiliary phase images were performed among groups, and the correlations among liver function parameters (total bilirubin, direct bilirubin, indirect bilirubin, aspartate aminotransferase, alanine aminotransferase, albumin, creatinine, platelet count, prothrombin time and international normalized ratio), liver function scores and MRI date were also quantitatively analyzed.Results: Significant differences were observed in the SI of the liver parenchyma, LPC and LSC among groups. These values all decreased gradually from normal livers to Child–Pugh class C cirrhotic livers (P < 0.001). The SI of the portal vein constantly and slightly increased from normal livers to Child–Pugh class C cirrhotic livers, but there were no differences among groups in portal vein signal and PSC (P > 0.05). LPC had a stronger correlation with Child-Pugh score and MELD score than LSC and liver parenchyma SI. The order of the AUCs of these parameters, from largest to smallest, was as follows: LPC, LSC, and liver parenchyma SI (P > 0.05).Conclusion: Liver parenchyma SI, LSC and LPC may be used as alternative imaging biomarkers for assessing liver function, while the portal vein signal and PSC could not reflect liver function. Furthermore, LPC values can more effectively distinguish severity among patients with cirrhosis than liver parenchyma SI and LSC.