Manipulation-pretrained CNN encoders score highest on an offline benchmark of 23 vision encoders judged by action-probing accuracy and sim-real embedding alignment.
What makes pre-trained visual representations successful for robust manipulation?
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Bridging the Sim2Real Gap: Vision Encoder Pre-Training for Visuomotor Policy Transfer
Manipulation-pretrained CNN encoders score highest on an offline benchmark of 23 vision encoders judged by action-probing accuracy and sim-real embedding alignment.