What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis

Benchmark Model Rank Results
scene-text-recognition-on-icdar-2003Baek et al.#7Accuracy: 94.4
scene-text-recognition-on-icdar2013Baek et al.#29Accuracy: 92.3
scene-text-recognition-on-icdar2015Baek et al.#24Accuracy: 71.8
scene-text-recognition-on-svtBaek et al.#29Accuracy: 87.5