BACKGROUND: The evaluation of mucosal inflammation by endoscopy is crucial to determine the therapeutic strategy in patients with ulcerative colitis. The Mayo endoscopic score (Mayo-ES) or Matts endoscopic score (Matts-ES) and the Ulcerative Colitis Endoscopic Index of Severity (UCEIS) have generally been used for endoscopic assessments. Image-enhanced endoscopy, including autofluorescence imaging (AFI), is also applied clinically. It is crucial to understand the characteristics of each endoscopic assessment. The aim of this study was to evaluate these endoscopic assessments in UC patients. METHODS: One hundred and thirty-three patients diagnosed with UC who underwent white light endoscopy (WLE) and AFI at Asahikawa Medical University Hospital between 2007 and 2015 were enrolled in this study. A total of 300 endoscopic images were assessed using the Mayo-ES, Matts-ES, UCEIS and quantified AFI by 5 experts (ex-group) and 5 residents (non-ex-group) in 3 different hospitals. A lesion was categorized as endoscopically active when the Mayo-ES or Matts-ES was 2 or more. AFI images were quantified using an image-analysis software program. The ratio of the reverse gamma value of green (fluorescence) divided by that of red (reflex) was defined as the fluorescence index (F-index). Biopsy specimens were obtained from all lesions corresponding to the images and evaluated according to Matts pathological criteria. We retrospectively investigated 1) the cut-off value of F-index using a receiver operating curve (ROC) analysis, 2) the diagnostic accuracy for mucosal inflammation and the kappa value for the inter-observer agreement of each endoscopic assessment in ex-group and non-ex-group and 3) the additional efficacy of the F-index for improving the Mayo-ES. RESULTS: 1) The ROC analysis showed that the optimum cut-off value for the F-index for active inflammation was 1.00. 2) The accuracy/kappa value of the Mayo-ES, Matts-ES, UCEIS and F-index for active inflammation were 73.5%/0.62, 78.1%/0.78, 80.9%/0.85 and 75.5%/0.96 in the ex-group, respectively, and 71.1%/0.52, 77.4%/0.66, 76.0%/0.71 and 75.8%/0.99 in the non-ex-group, respectively. The UCEIS showed a significantly high accuracy in ex-group in comparison to other assessments, but no significant difference in the non-ex-group in comparison to other assessments. The F-index showed an excellent kappa value in both group. 3) The average accuracy of each Mayo-ES score in the ex-group versus the non-ex-group was as follows: 0, 88.5% vs. 77.7%; 1, 39.2% vs. 48.2%; 2, 92.0% vs. 81.0%; and 3, 97.1% vs. 89.1%, respectively. The F-index significantly increased the diagnostic accuracy in lesions classified into Mayo-ES 1 from 39.2% to 67.8% in the ex-group and 48.2% to 65.4% in the non-ex-group. CONCLUSION(S): The diagnostic accuracy of UCEIS for inflammation activity was significantly higher among experienced endoscopists than non-experienced endoscopists. The quantified AFI (F-index) showed an excellent kappa value with sufficient diagnostic accuracy, regardless of the endoscopic experience, and was thus considered useful for estimating the UC activity, especially for non-experienced endoscopists.