ATOM-Bench - Single-Arm Instruction: leaderboard
Metric: Success rate (%; Instruction Set, 7 tasks x 10 fixed physical test seeds on the Franka Panda single-arm track, macro-averaged over tasks; one policy fine-tuned on the 15 atomic tasks of the track). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Pi0.5 | 94.3 |
| 2 | Motus | 67.1 |
| 3 | GR00T-N1.6 | 57.1 |
| 4 | LingBot-VLA | 54.3 |
| 5 | SmolVLA | 11.4 |
Interactive version: theaggregate.ai/benchmark?slug=atom-bench-single-arm-instruction · How It Works · Data refreshed daily, snapshot 2026-09-26.