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LookStep achieves a 49.7% success rate in VLN tasks while using significantly less data and memory than traditional methods.
Stop feeding VLMs the same graph representation for every question – DynamicGTR dynamically picks the best one, boosting accuracy and brevity in graph Q&A without retraining.
