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Benchmark benchmark--robotwin-2

RoboTwin 2.0

Bimanual data generator and policy-generalization benchmark with public trajectories.

Also known as RoboTwin 2

Reviewed relationships 0

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Canonical evidence claims 16

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Robotics benchmarks — suite identity, not a ranking Vla Manipulation Eval 16 rows · 1 declared gap

MetricValue and evidence
Asset libraryRoboTwin-OD: 731 objects across 147 categories [R34]
Claim boundary50 benchmark tasks are distinct from the 10-task code-generation study and 4-task real-world study; those method scores stay in the paper [R34]
Embodiment in the sourcedual-arm pairings of Aloha-AgileX, ARX-X5, Piper, Franka, and UR5 manipulators [R34]
Engine / renderer Declared gap
Evaluation scope5 randomization axes: clutter, lighting, background, tabletop height, and language; clean versus randomized policy evaluation [R34]
First public datearXiv 2025-06-22 [R34]
Kindscalable bimanual data generator and policy-generalization benchmark [R34]
Language-conditionedyes — trajectory-level language is one randomization axis [R34]
Mediumsimulation benchmark and data generator with a separate sim-to-real study [R34]
PaperarXiv:2506.18088 [R34]
Primary metric familytask success under clean and hard randomized conditions on the full 50-task protocol [R34]
Public codeyes — MIT-licensed official repository [R35]
Public datayes — object library and pre-collected trajectories are linked from the official project [R35]
Public leaderboardyes — official leaderboard linked from the project [R35]
Released trajectories100,000+ pre-collected expert trajectories across 50 tasks and 5 embodiments [R34]
Task structure50 dual-arm tasks in the paper; the project describes over 50 supported tasks [R34] [R35]

Source ledger 2

  1. [R34]ResearchRoboTwin 2.0 — “RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation”. Type: research paper. ID: arXiv:2506.18088. Retrieved: 2026-09-04.Retrieved
  2. [R35]ResearchRoboTwin 2.0 — official project site with linked code, data, documentation, and leaderboard. Type: research project page. Retrieved: 2026-09-04.Retrieved

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No fuzzy entity matching, adjacent-column borrowing, universal compatibility, commercial maturity, or checkpoint-to-product identity. Absence of a relation means unreviewed or unsupported here—not proven incompatibility.