Abstract Background Catheter ablation (CA) is a first-line treatment option for patients with symptomatic or drug-refractory atrial fibrillation (AF), yet the recurrence rate of AF post-CA remains considerably high. Studies have reported that left atrial (LA) functional parameters can serve as predictive factors for AF recurrence, however, the results remains controversial. Purpose This study aims to investigate the predictive value of LA functional parameters for AF recurrence following CA in patients. Methods We prospectively enrolled patients with AF who underwent CA for the first time from June 2022 to May 2023 and met the inclusion criteria at our institution. All patients underwent pre-ablation evaluation of LA structure and function, including LA diameter (LAD), LA maximum volume (LAVmax), LA minimum volume (LAVmin), LA pre-systolic volume (LAVpre), LA reservoir strain (LASr), LA strain conduit (LAScd), LA contraction strain (LASct), and LA ejection fraction (LAEF) using three-dimensional speckle tracking echocardiography. AF recurrence was defined as atrial tachycardia occurring 3 months after ablation and lasting longer than 30s. Patients were followed up for 9 months post-CA , and the primary end point was any atrial tachycardia occurring at 3 months after ablation. Results A total of 85 patients with AF were ultimately included in this study, with an average age of 68.9±11.0 years, 54.2% of whom were male. During the 9-month follow-up, 30 patients (35.29%) experienced recurrence postoperatively, while 55 patients (64.71%) still maintained sinus rhythm. Compared with the AF non-recurrence group, the AF recurrence group had significantly increased LAD (46.4±5.5mm vs. 42.3±4.5mm, p<0.05), LAVmax (80.7±21.3mL vs. 67.1±22.0mL, p<0.05), LAVmin (63.8±18.0mL vs. 42.8±16.9mL, p<0.05) and LAVpre (72.4±19.4mL vs. 53.9±16.8mL, p<0.05). Meanwhile, in AF recurrence group, LAEF (21.7±6.8% vs. 37.5±8.0%, p<0.05), LASr (5.1±3.1% vs. 12.0±5.4%, p<0.05), LAScd (-4.0±3.6% vs. -7.3±5.7%, p<0.05), and LASct (-1.0±3.8% vs. -3.3±4.9%, p<0.05) were significantly decreased. Multivariate logistic regression analysis revealed that LASr (OR=0.640, 95%CI 0.425-0.964, p<0.05) and LAEF (OR=0.816, 95%CI 0.694-0.960, p<0.05) were independent risk factors for predicting AF recurrence. ROC curve analysis showed that both LAEF (AUC=0.935, 95%CI 0.871-0.999) and LASr (AUC=0.903, 95%CI 0.833-0.973) possess high predictive values. Furthermore, the combined model of LAEF and LASr (AUC=0.954, 95%CI 0.905-1.000) had a greater predictive value than any one of the two indicators (p<0.05). Conclusion Taken together, these findings indicate that LAEF and LASr are independent predictors of AF recurrence following CA in patients with AF. Combination of the two indicators can more accurately assess the risk of recurrence in AF patients post-CA.