# Robot Manipulation on Compositional Planning Bench Drawer, IND

Source: [Robot Manipulation on Compositional Planning Bench Drawer, IND](<https://www.sota2.com/research/sota/robot-manipulation-on-compositional-planning-bench-drawer-ind>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-04T19:34:15.456Z

Evaluation of robot manipulation performance using the Compositional Planning Bench Drawer, IND dataset, measured by Success Rate.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Robot Manipulation |
| Dataset (including any stated split) | Compositional Planning Bench Drawer, IND |
| Metric | Success Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Success Rate](<https://www.sota2.com/research/sota/robot-manipulation-on-compositional-planning-bench-drawer-ind.md?metric=Success%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| LCDP | 54 | Not recorded | 69a7bc992d603e6de3e3d694 |
| Compositional Visual Planning via Inference-Time Diffusion Scaling | 53 | Not recorded | 69a7bc992d603e6de3e3d694 |
| GCDP | 50 | Not recorded | 69a7bc992d603e6de3e3d694 |
| LCBC | 35 | Not recorded | 69a7bc992d603e6de3e3d694 |
| GCBC | 30 | Not recorded | 69a7bc992d603e6de3e3d694 |
| CompDiffuser | 20 | Not recorded | 69a7bc992d603e6de3e3d694 |
| DiffCollage | 0 | Not recorded | 69a7bc992d603e6de3e3d694 |

### LCDP

Success Rate: 54. Result ID: 69a8891c6dbb7075b95106c4.

[Reporting paper](<https://www.sota2.com/research/paper/69a7bc992d603e6de3e3d694.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Compositional Visual Planning via Inference-Time Diffusion Scaling

Success Rate: 53. Result ID: 69a8891c6dbb7075b95106c9.

[Reporting paper](<https://www.sota2.com/research/paper/69a7bc992d603e6de3e3d694.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a7bc992d603e6de3e3d694.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GCDP

Success Rate: 50. Result ID: 69a8891c6dbb7075b95106c6.

[Reporting paper](<https://www.sota2.com/research/paper/69a7bc992d603e6de3e3d694.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LCBC

Success Rate: 35. Result ID: 69a8891c6dbb7075b95106c3.

[Reporting paper](<https://www.sota2.com/research/paper/69a7bc992d603e6de3e3d694.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GCBC

Success Rate: 30. Result ID: 69a8891c6dbb7075b95106c5.

[Reporting paper](<https://www.sota2.com/research/paper/69a7bc992d603e6de3e3d694.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CompDiffuser

Success Rate: 20. Result ID: 69a8891c6dbb7075b95106c8.

[Reporting paper](<https://www.sota2.com/research/paper/69a7bc992d603e6de3e3d694.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DiffCollage

Success Rate: 0. Result ID: 69a8891c6dbb7075b95106c7.

[Reporting paper](<https://www.sota2.com/research/paper/69a7bc992d603e6de3e3d694.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b2d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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