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Robotic Manipulation (Overall) on Realman robot collected dataset Real-world In-Domain 1.0 (test)

64.6Overall Task Average ScoreVideoVLA
7.50422.32737.1551.973Dec 7, 2025

Evaluation results

MethodLinks
VideoVLAPre-training=OXE dataset, Fine-tuning=collected dataset2025.1264.6
CogACTPre-training=OXE dataset, Fine-tuning=collected dataset2025.1258.4
π0Pre-training=OXE dataset, Fine-tuning=collected dataset2025.1250.7
SpatialVLAPre-training=OXE dataset, Fine-tuning=collected dataset2025.1222.9
OpenVLAPre-training=OXE dataset, Fine-tuning=collected dataset2025.129.7