# Block-stacking on Block-stacking External Disturbances

Source: [Block-stacking on Block-stacking External Disturbances](<https://www.sota2.com/research/sota/block-stacking-on-block-stacking-external-disturbances>)

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

Data updated: 2026-07-09T07:05:57.365Z

Evaluation of performance on the Block-stacking task using the 'Block-stacking External Disturbances' dataset, measured by Success Rate, time efficiency, and path length.

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 | Block-stacking |
| Dataset (including any stated split) | Block-stacking External Disturbances |
| Metric | Success Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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/block-stacking-on-block-stacking-external-disturbances.md?metric=Success%20Rate>): Higher is better; unit: PERCENT.

- [Max Time (s)](<https://www.sota2.com/research/sota/block-stacking-on-block-stacking-external-disturbances.md?metric=Max%20Time%20(s)>): Lower is better; unit: TIME.

- [Average Time (s)](<https://www.sota2.com/research/sota/block-stacking-on-block-stacking-external-disturbances.md?metric=Average%20Time%20(s)>): Lower is better; unit: TIME.

- [Total Length (m)](<https://www.sota2.com/research/sota/block-stacking-on-block-stacking-external-disturbances.md?metric=Total%20Length%20(m)>): Lower is better; unit: OTHER.

- [Average Success Rate (%)](<https://www.sota2.com/research/sota/block-stacking-on-block-stacking-external-disturbances.md?metric=Average%20Success%20Rate%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| Closed-Loop Multi-Agent Framework | 50 | Not recorded | 6a4f2b2232fb937314875c9b |
| π0 | 20 | Not recorded | 6a4f2b2232fb937314875c9b |
| GoC-MPC | 10 | Not recorded | 69bcd46f0636e5bf4afc28cc |
| ReKep | 10 | Not recorded | 69bcd46f0636e5bf4afc28cc |
| OpenVLA-OFT | 0 | Not recorded | 6a4f2b2232fb937314875c9b |

### Closed-Loop Multi-Agent Framework

Success Rate: 50. Result ID: 6a4f484860b88bb339e488eb.

[Reporting paper](<https://www.sota2.com/research/paper/6a4f2b2232fb937314875c9b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4f2b2232fb937314875c9b.md>)

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

### π0

Success Rate: 20. Result ID: 6a4f484860b88bb339e488ea.

[Reporting paper](<https://www.sota2.com/research/paper/6a4f2b2232fb937314875c9b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75aa1e209131cea6929a.md>)

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

### GoC-MPC

Success Rate: 10. Result ID: 69bd0a5047f34ce924a72d1d.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd46f0636e5bf4afc28cc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69bcd46f0636e5bf4afc28cc.md>)

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

### ReKep

Success Rate: 10. Result ID: 69bd0a5047f34ce924a72d1e.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd46f0636e5bf4afc28cc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75b71e209131cea6981b.md>)

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

### OpenVLA-OFT

Success Rate: 0. Result ID: 6a4f484860b88bb339e488e9.

[Reporting paper](<https://www.sota2.com/research/paper/6a4f2b2232fb937314875c9b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78471e209131cea7794b.md>)

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

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