SwiftVLA: Unlocking Spatiotemporal Dynamics for Lightweight VLA Models at Minimal Overhead

Benchmark Model Rank Results
robot-manipulation-on-libero-goalSwiftVLA with 4D input#44Success Rate: 97.4
robot-manipulation-on-libero-spatialSwiftVLA with 4D input#70Success Rate: 97.2
robot-manipulation-on-libero-objectSwiftVLA with 4D input#84Success Rate: 96.8
robot-manipulation-on-libero-longSwiftVLA with 4D input#87Success Rate: 89.0
robot-manipulation-on-liberoSwiftVLA with 4D input#107Success Rate: 95.1