BiRefNet vs rembg vs U2Net: Which Background Removal Model Actually Works in Production?

This article compares the production performance of BiRefNet, rembg, and U2Net background removal models, emphasizing that real-world differences are much larger than benchmarks suggest. It details the brutal and distinct failure cases of each model when applied at scale.