image-ranking

A modular preference reward modeling pipeline for interior furniture layout evaluation using Qwen3-VL and user feedback.

Photo Ranker is a local-first visual decision tool that ranks your photos through fast head-to-head comparisons. It combines Elo scoring, confidence tracking, multiple battle modes, collection search, undo controls, and responsive results—all without uploading your images to a server.

Self-hosted ELO ranking arena for AI-generated images - battle-test outputs to find which generation parameters (LoRA, sampler, scheduler) actually win