Wednesday, August 12, 2026

Xiaomi’s MiLM Plus Releases PROVE: Perception-Aligned Object Removal Metrics RC-S and RC-T With a Real-World Video Benchmark

Xiaomi released perception-aligned evaluation metrics (RC-S, RC-T) and a video benchmark for object removal models, addressing a fundamental gap where existing metrics (PSNR, SSIM, LPIPS) frequently misevaluate state-of-the-art diffusion erasers. This matters to practitioners building vision models and to frontier watchers tracking capability measurement improvements.