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MWA-Phoenix

Anyverse Dynamics open-sourced MWA-Phoenix, a 7B latent world action model for robot manipulation that uses only RGB input and runs on the robot.

The model uses DINOv3 as its vision backbone and distills from VGGT for geometry and V-JEPA for temporal change. A causal semantic VAE compresses the features, and a video expert and an action expert are linked through joint attention so it predicts scene change and robot action together. Two companion releases, Phoenix-ILA and Phoenix-PhysCanvas, target the gap between simulation and real hardware.

Date
Thursday 22 October 2026
Lab
Anyverse Dynamics
Kind
open-weights
Access
open weights

Figures

MeasureValueMeasured by
LIBERO-Plus94.63%company
LIBERO-Pro66.48%company
RoboCasa GR1 Tabletop82.67%
up 7.5 points from the previous WALA model
company
RoboTwin 2.072.42%
dual-arm benchmark
company
Bench2Dex average45.6%
17.3 points ahead of the strongest baseline, pi0.5
company
Parameters7Bcompany

All benchmark figures are the company's own. The license was not stated on the page, and code is on GitHub with a technical report.

Sources

  1. pandaily.com/anyverse-dynamics-mwa-phoenix-open-source-7b-latent-world-action-model-robots

This record was checked against its sources on 22 October 2026. How we check

Read the daily brief for 22 October 2026