SpatialEdit-Bench - Camera Overall Error: leaderboard

Metric: Camera overall error: mean of the VGGT viewpoint error (pose error, scale-normalized) and the detector framing error, for yaw, pitch and zoom camera edits; 0 is perfect; lower is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 10 models tracked.

Top models

#ModelScore
1LingBot-World0.7
2ReCamMaster0.74
3LongCat-Image-Edit0.74
4Seedream 4.00.77
5Nano Banana0.78
6Qwen-Image-Edit0.81
7Edit-R1 (SpatialEdit-Bench checkpoint unspecified)0.82
8Kling 2.5 Turbo0.89
9Vidu Q2 Turbo0.9
10Veo 3.11.05

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