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Published at November 5RT-Affordance: Affordances are Versatile Intermediate Representations for Robot Manipulation
cs.RO
cs.AI
cs.CL
cs.CV
cs.LG
Released Date: November 5, 2024
Authors: Soroush Nasiriany, Sean Kirmani, Tianli Ding, Laura Smith, Yuke Zhu, Danny Driess, Dorsa Sadigh, Ted Xiao

| RT-2 | GC-RT-2 | RT-A | RT-A | |
|---|---|---|---|---|
| (Oracle Aff) | (Ours) | |||
| Pick dustpan | 1/5 | 1/5 | 3/5 | 4/5 |
| Pick kettle | 1/5 | 1/5 | 4/5 | 4/5 |
| Pick pot | 0/5 | 1/5 | 4/5 | 1/5 |
| Pick box | 4/5 | 1/5 | 4/5 | 4/5 |
| Pick headphones | 1/5 | 2/5 | 4/5 | 4/5 |
| Average | 28% | 24% | 76% | 68% |