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Continual pretraining on AXIS boosts robot manipulation success rates by 5.8% over previous methods and outperforms existing datasets by over 37%.
Substantial challenges in task generalization and visuomotor robustness are revealed, highlighting critical gaps in current dexterous manipulation benchmarks.