PhysEditBench - Depth: leaderboard

Metric: AbsRel-AI: absolute relative depth error after polarity selection and affine alignment, source-balanced over OpenRooms-FF (1,125 images) and InteriorVerse (2,109); prompted image editors on the paper main-axis split (indoor OpenRooms-FF and InteriorVerse scenes; official access settings of Appendix Table 19); task-specific specialist models are reference rows, not published; lower is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 4 models tracked.

Top models

#ModelScore
1wan2.7-image0.17
2GPT-Image-20.17
3doubao-seedream-5-0-2601280.17
4GPT-Image-1.50.23

Interactive version: theaggregate.ai/benchmark?slug=physeditbench-depth · How It Works · Data refreshed daily, snapshot 2026-10-07.