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Datasets and evaluation results for Mulligan: Performance-Guided Data Collection for Efficient On-Robot Learning.

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ankile  updated a model about 4 hours ago
mulligan/real-routing-d2-r05-baseline-dp
ankile  updated a model about 4 hours ago
mulligan/real-routing-d2-r04-mulligan-dp
ankile  updated a model about 4 hours ago
mulligan/real-routing-d2-r04-baseline-dp
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Organization Card

Mulligan

Performance-Guided Data Collection for Efficient On-Robot Learning

Project and paper · Policy Arena · Full dataset catalog and mapping

release release-1: 241 verified trajectory repositories plus two simulation evaluation bundles. The Arena selects mainline results and required training ancestry. Derived views share episodes with their raw parents.

Insert Marker — 50 trajectory datasets
Thread Nut — 53 trajectory datasets
Route Cable — 72 trajectory datasets
Square-Narrow — 34 trajectory datasets
Square-Broad — 37 trajectory datasets

cNN: collection increment · rNN: model round · bNN: evaluation block. Consult the card and training recipe before mixing views or treating a historical evaluation as held out.

Use the release-1 tag or its commit for reproducibility. Historical standalone D1/pilot campaigns are excluded; D1-named Routing sources are retained only as required D2 ancestry.

Models

596 checkpoints in 180 model repositories that produced or scored the released episodes. Each card lists training and validation datasets and evaluation results.

Insert Marker — 20 model repositories
Thread Nut — 21 model repositories
Route Cable — 35 model repositories
Square-Narrow — 50 model repositories
Square-Broad — 54 model repositories