real-square-d2-r03-baseline-dp
Part of Mulligan. Browse evaluations at Policy Arena; the datasets are in the mulligan organization.
Diffusion-policy actor in LeRobot's checkpoint layout (config.json, model.safetensors, pre/post-processor normalizers). The config also carries Mulligan fields (camera crop boxes, action target and frame) that stock LeRobot DiffusionConfig rejects; loading needs the Mulligan training code.
| Property | Value |
|---|---|
| Task | real-square-d2 |
| Model round | R3 |
| Arm | baseline-dp |
| Training step | 100000 |
Checkpoints
| Folder | Training run config |
|---|---|
| (root) | release/run-configs/real-square-d2-r03-baseline-dp.json |
Evaluations
| Dataset | Session | Policy | Actor | Critic | N | Successes |
|---|---|---|---|---|---|---|
| real-square-d2-r03-eval | b01 | baseline_r03_dp_b01 | real-square-d2-r03-baseline-dp | — | 1 | 29/50 |
| real-square-d2-r03-eval | b03 | baseline_r03_dp | real-square-d2-r03-baseline-dp | — | 1 | 20/50 |
Data
Trained on: real-square-d2-c00-teleop-baseline, real-square-d2-c01-dagger-baseline, real-square-d2-c02-dagger-baseline, real-square-d2-c03-dagger-baseline.
Validation-only datasets: real-square-d2-c00-teleop-validation.
Referenced by the metadata of: real-square-d2-c04-dagger-baseline, real-square-d2-c04-dagger-mixed, real-square-d2-r03-eval, real-square-d2-r03-eval-b01-baseline-dp-policy-rollouts.
Provenance
SHA-256 of every file is recorded in release.json. .pt files are PyTorch pickles; load them only in a trusted environment.
The run configs are in the Mulligan code repository; the recipes there retrain each checkpoint. License: mit.