Patch Policy: Efficient Embodied Control via Dense Visual Representations
Paper • 2607.18236 • Published
复现报告配套的官方 patch_policy checkpoint 与评测 JSON。
论文:Patch Policy。原始数据集请用官方卡 gaoyuezhou/patch-policy-datasets,此处不重复上传轨迹。
作者:周振亮(Hugging Face:mysciz)
只传终局,不要传 embedding 缓存、Cube zip、中止 run。
outputs/pusht/<date>/<time>/model_final.pt
outputs/pusht/<date>/<time>/eval_final.json
outputs/pusht/<date>/<time>/.hydra/
outputs/cube/... (同上)
inference/latency.json
logs/official/*.log (可选)
每个 model_final.pt 约 70–80 MB,十个终局合计约 1–2 GB。
| Hydra 目录 | 实验 |
|---|---|
| pusht/2026-08-13/12-27-54 | DP DINOv2 256 |
| pusht/2026-08-13/20-12-04 | DP DINOv2 64 |
| pusht/2026-08-13/08-18-08 | DP DINOv2 16 |
| pusht/2026-08-13/22-42-29 | DP DINOv2 4 |
| pusht/2026-08-13/15-24-12 | DP WebSSL 256 |
| pusht/2026-08-14/01-04-42 | DP SigLIP2 |
| pusht/2026-08-14/04-42-19 | DP V-JEPA2 |
| cube/2026-08-14/09-35-53 | VQ-BeT WebSSL CLS |
| cube/2026-08-15/05-48-51 | VQ-BeT WebSSL AvgPool |
| cube/2026-08-15/10-29-41 | VQ-BeT WebSSL patch |
Push-T 为 550 epoch(官方 yaml 为 1200)。Cube VQ-BeT 为 1gpu 配置(window=2)。