IKEA

“Finetuning the base π0.5 model on full-length demonstrations without subtask decomposition yielded only a 48% average success rate, dropping to 11% on the KALLAX shelf.”

“A common approach to task segmentation is to use discrete labels for subtasks. The authors tested this and found it completely fails (0% success across all furniture).”