notesum.ai
Published at November 6Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval
cs.RO
cs.AI
Released Date: November 6, 2024
Authors: Davide Buoso1, Luke Robinson2, Giuseppe Averta1, Philip Torr2, Tim Franzmeyer2, Daniele De Martini2
Aff.: 1Politecnico di Torino, Italy; 2Mobile Robotics Group (MRG) and Torr Vision Group (TVG), University of Oxford, UK

| Mode | CL | Scenario | TS (/300) | D (/300) |
|---|---|---|---|---|
| Zero-Shot | 0 | - | 147.82 | 76 |
| ICL (Ours) | 10 | A | 270.70 | 2 |
| ICL (Ours) | 10 | D | 247.24 | 8 |
| ICL (Ours) | 10 | H | 219.58 | 13 |
| ICL (Ours) | 10 | O | 235.83 | 16 |