# Robot Trajectory Planning Computation on Arm jogging

Source: [Robot Trajectory Planning Computation on Arm jogging](<https://www.sota2.com/research/sota/robot-trajectory-planning-computation-on-arm-jogging>)

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

Data updated: 2026-06-09T09:43:59.051Z

Evaluation of computational performance (mean, standard deviation, and maximum values) for robot trajectory planning algorithms executed on the Arm jogging environment.

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 Trajectory Planning Computation |
| Dataset (including any stated split) | Arm jogging |
| Metric | Mean Computation Time |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 18 of 18 |
| 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

- [Mean Computation Time](<https://www.sota2.com/research/sota/robot-trajectory-planning-computation-on-arm-jogging.md?metric=Mean%20Computation%20Time>): Lower is better; unit: TIME.

- [Std Dev Computation Time](<https://www.sota2.com/research/sota/robot-trajectory-planning-computation-on-arm-jogging.md?metric=Std%20Dev%20Computation%20Time>): Lower is better; unit: SCALAR.

- [Max Computation Time](<https://www.sota2.com/research/sota/robot-trajectory-planning-computation-on-arm-jogging.md?metric=Max%20Computation%20Time>): Lower is better; unit: TIME.

## Recorded results

| Method | Mean Computation Time | Result date | Report paper |
| --- | --- | --- | --- |
| Differentiable Constraint-Based Trajectory Planning | 15 | Not recorded | 6a279e6e90966ade919bfad7 |
| Spheres | 20 | Not recorded | 6a279e6e90966ade919bfad7 |
| Differentiable Constraint-Based Trajectory Planning | 22 | Not recorded | 6a279e6e90966ade919bfad7 |
| Spheres | 29 | Not recorded | 6a279e6e90966ade919bfad7 |
| Differentiable Constraint-Based Trajectory Planning | 46 | Not recorded | 6a279e6e90966ade919bfad7 |
| Spheres | 58 | Not recorded | 6a279e6e90966ade919bfad7 |
| Differentiable Constraint-Based Trajectory Planning | 114 | Not recorded | 6a279e6e90966ade919bfad7 |
| Spheres | 116 | Not recorded | 6a279e6e90966ade919bfad7 |
| NMPC-MP | 151 | Not recorded | 6a279e6e90966ade919bfad7 |
| NMPC-MP | 195 | Not recorded | 6a279e6e90966ade919bfad7 |
| Differentiable Constraint-Based Trajectory Planning | 196 | Not recorded | 6a279e6e90966ade919bfad7 |
| Spheres | 202 | Not recorded | 6a279e6e90966ade919bfad7 |
| NMPC-MP | 301 | Not recorded | 6a279e6e90966ade919bfad7 |
| Spheres | 301 | Not recorded | 6a279e6e90966ade919bfad7 |
| Differentiable Constraint-Based Trajectory Planning | 316 | Not recorded | 6a279e6e90966ade919bfad7 |
| NMPC-MP | 453 | Not recorded | 6a279e6e90966ade919bfad7 |
| NMPC-MP | 623 | Not recorded | 6a279e6e90966ade919bfad7 |
| NMPC-MP | 797 | Not recorded | 6a279e6e90966ade919bfad7 |

### Differentiable Constraint-Based Trajectory Planning

Mean Computation Time: 15. Result ID: 6a27df45fbc373592c250984.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"0"}. This record does not assert independent reproduction.

### Spheres

Mean Computation Time: 20. Result ID: 6a27df45fbc373592c25098a.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"0"}. This record does not assert independent reproduction.

### Differentiable Constraint-Based Trajectory Planning

Mean Computation Time: 22. Result ID: 6a27df45fbc373592c250985.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"1"}. This record does not assert independent reproduction.

### Spheres

Mean Computation Time: 29. Result ID: 6a27df45fbc373592c25098b.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"1"}. This record does not assert independent reproduction.

### Differentiable Constraint-Based Trajectory Planning

Mean Computation Time: 46. Result ID: 6a27df45fbc373592c250986.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"3"}. This record does not assert independent reproduction.

### Spheres

Mean Computation Time: 58. Result ID: 6a27df45fbc373592c25098c.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"3"}. This record does not assert independent reproduction.

### Differentiable Constraint-Based Trajectory Planning

Mean Computation Time: 114. Result ID: 6a27df45fbc373592c250987.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"6"}. This record does not assert independent reproduction.

### Spheres

Mean Computation Time: 116. Result ID: 6a27df45fbc373592c25098d.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"6"}. This record does not assert independent reproduction.

### NMPC-MP

Mean Computation Time: 151. Result ID: 6a27df45fbc373592c25097e.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"0"}. This record does not assert independent reproduction.

### NMPC-MP

Mean Computation Time: 195. Result ID: 6a27df45fbc373592c25097f.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"1"}. This record does not assert independent reproduction.

### Differentiable Constraint-Based Trajectory Planning

Mean Computation Time: 196. Result ID: 6a27df45fbc373592c250988.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"9"}. This record does not assert independent reproduction.

### Spheres

Mean Computation Time: 202. Result ID: 6a27df45fbc373592c25098e.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"9"}. This record does not assert independent reproduction.

### NMPC-MP

Mean Computation Time: 301. Result ID: 6a27df45fbc373592c250980.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"3"}. This record does not assert independent reproduction.

### Spheres

Mean Computation Time: 301. Result ID: 6a27df45fbc373592c25098f.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"12"}. This record does not assert independent reproduction.

### Differentiable Constraint-Based Trajectory Planning

Mean Computation Time: 316. Result ID: 6a27df45fbc373592c250989.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"12"}. This record does not assert independent reproduction.

### NMPC-MP

Mean Computation Time: 453. Result ID: 6a27df45fbc373592c250981.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"6"}. This record does not assert independent reproduction.

### NMPC-MP

Mean Computation Time: 623. Result ID: 6a27df45fbc373592c250982.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"9"}. This record does not assert independent reproduction.

### NMPC-MP

Mean Computation Time: 797. Result ID: 6a27df45fbc373592c250983.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e6e90966ade919bfad7.md>)

Recorded evaluation configuration: {"Number of Obstacles":"12"}. This record does not assert independent reproduction.

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