2025
The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection
IJCAI 2025
Scene text detection has seen the emergence of high-performing methods that excel on academic benchmarks. However, these detectors often fail to replicate such success in real-world scenarios. We uncover two key factors contributing to this discrepancy through extensive experiments. First, a Fine-tu