The effect of active layer (amorphous indium–gallium–zinc oxide, a‐IGZO) splitting on the performances of back‐channel‐etched (BCE) and etch‐stopper (ES) thin‐film transistors (TFTs) on polyimide substrate is studied. While the performance of BCE TFT is independent of active layer splitting, the performance of ES TFT is improved significantly by splitting the active layer into 2–4 µm width along the channel. The saturation mobility is enhanced from 24.3 to 76.8 cm2 V−1 s−1 and this improvement is confirmed by the operation of a ring oscillator made of the split TFTs also. X‐ray photoelectron spectroscopy (XPS) analysis of the split a‐IGZO indicates the incorporation of F at the island interface and thus improves the top interface quality, leading to a significant improvement of the top channel TFT mobility from 0.25 to 24.22 cm2 V−1 s−1. This improvement is correlated with bonding of In with F at the top interface according to XPS results. The bias stability, hysteresis, and mechanical stability of the ES a‐IGZO TFT are also remarkably improved by splitting a‐IGZO active layer.