NBS: Simple ViT Achieves SOTA Stereo Matching Without Cost Volumes

The NBS (No Bias Stereo) model removes cost volumes, 3D convolutions, and iterative refinement from stereo matching, achieving fastest SOTA 3D reconstruction with a simple ViT trained on large data, proving that simplified architectures can match complex ones.

2026-09-02 ~ 2026-09-03 · 2 related posts

• NBS ditches cost volumes for a ViT, hitting SOTA stereo matching with faster inference — CSProfKGD · 2026-09-02
• Reverse Thinking: Simple ViT Achieves SOTA in Stereo 3D Reconstruction, NBS Released — RexDouglass · 2026-09-03