Orbia Benchmark: 27 Video Generation Models Fail to Maintain Consistent 3D Worlds

NUS, LightSpeed Studios and others released Orbia, a benchmark that tests whether video generation and world models maintain a consistent 3D world under camera exploration. Results show all 27 evaluated models struggle with 3D consistency.

2026-10-16 ~ 2026-10-18 · 2 related posts

• Orbia benchmark asks: do generated videos form a consistent 3D world? — tencent · 2026-10-16
• Orbia benchmark: 27 video models fail to keep a consistent 3D world — CSProfKGD · 2026-10-18