SpatialEdit-Bench - Object Rotation: leaderboard

Metric: Rotation score (0-1): square root of the VLM viewpoint-correctness score times its consistency score, for rotating an object to one of eight canonical views; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 5 models tracked.

Top models

#ModelScore
1Edit-R1 (SpatialEdit-Bench checkpoint unspecified)0.56
2Qwen-Image-Edit0.53
3LongCat-Image-Edit0.51
4Seedream 4.00.48
5Nano Banana0.42

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