Does ACT run on SO-101?
works
Capabilities
| Capability | State | Notes | Evidence |
|---|---|---|---|
| Train / fine-tune | works | ev-lerobot-il-robots-train, ev-smolvla-paper-so101 | |
| Real-robot inference | works | ev-lerobot-act-doc, ev-smolvla-paper-so101 | |
| Simulation inference | no verified evidence | — | |
| Teleop + record | works | ev-lerobot-il-robots-teleop |
Evidence 4 sources; the cell shows the highest tier
- T1 · upstream documentedofficial-docssource 2026-08-03verified 2026-10-24 (1d ago)lerobot 0.6.1
LeRobot v0.6.1 ACT guide evaluates a trained ACT policy on the real robot with lerobot-rollout --robot.type=so101_follower.
“lerobot-rollout \ --strategy.type=base \ --policy.path=${HF_USER}/act_policy \ --robot.type=so101_follower \”
https://github.com/huggingface/lerobot/blob/v0.6.1/docs/source/act.mdx - T1 · upstream documentedofficial-docssource 2026-08-03verified 2026-10-24 (1d ago)lerobot 0.6.1
The v0.6.1 real-robot imitation-learning tutorial records on so101_follower and trains ACT (--policy.type=act) on the resulting so101_test dataset.
“lerobot-train \ --dataset.repo_id=${HF_USER}/so101_test \ --policy.type=act \ --output_dir=outputs/train/act_so101_test \”
https://github.com/huggingface/lerobot/blob/v0.6.1/docs/source/il_robots.mdx - T1 · upstream documentedofficial-docssource 2026-08-03verified 2026-10-24 (1d ago)lerobot 0.6.1
The v0.6.1 imitation-learning tutorial teleoperates and records datasets with an SO101 leader/follower pair.
“In this example, we’ll demonstrate how to teleoperate the SO101 robot.”
https://github.com/huggingface/lerobot/blob/v0.6.1/docs/source/il_robots.mdx - T1 · upstream documentedpapersource 2025-06-02verified 2026-10-24 (1d ago)
SmolVLA paper, Table 4: real-world SO101 Pick-Place-Lego benchmark, ACT vs SmolVLA, in- and out-of-distribution.
“Similarly, on SO101 (see Table 4), SmolVLA surpasses ACT in both in-distribution and out-of-distribution (OOD) settings.”
https://arxiv.org/html/2506.01844v1
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[](https://caniembody.pages.dev/compat/so101/act)<iframe src="https://caniembody.pages.dev/embed/so101/act" width="380" height="132" style="border:0" title="ACT on SO-101 | CanIEmbody"></iframe>History
- 2026-10-25 fecccd1 Initial release: robot policy compatibility matrix · Danilo Znamerovszkij