# Put Carrot on SimplerEnv WidowX Robot embodiment

Source: [Put Carrot on SimplerEnv WidowX Robot embodiment](<https://www.sota2.com/research/sota/put-carrot-on-simplerenv-widowx-robot-embodiment>)

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

Data updated: 2026-02-26T06:05:07.190Z

Evaluation of the success rate for the specific robotic manipulation task of placing a carrot using the WidowX embodiment within the SimplerEnv simulation 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 | Put Carrot |
| Dataset (including any stated split) | SimplerEnv WidowX Robot embodiment |
| Metric | Success Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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/put-carrot-on-simplerenv-widowx-robot-embodiment.md?metric=Success%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| DUALVLA | 50 | Not recorded | 692d2109d6b0dd3342931627 |
| ThinkACT | 37.5 | Not recorded | 692d2109d6b0dd3342931627 |
| Magma | 33.3 | Not recorded | 692d2109d6b0dd3342931627 |
| InstructVLA-G | 29.2 | Not recorded | 692d2109d6b0dd3342931627 |
| SpatialVLA | 25 | Not recorded | 692d2109d6b0dd3342931627 |
| RoboVLMs | 20.8 | Not recorded | 692d2109d6b0dd3342931627 |
| InstructVLA-E | 20.8 | Not recorded | 692d2109d6b0dd3342931627 |
| TraceVLA | 16.6 | Not recorded | 692d2109d6b0dd3342931627 |
| Octo-Base | 12.5 | Not recorded | 692d2109d6b0dd3342931627 |
| RT-1-X | 4.2 | Not recorded | 692d2109d6b0dd3342931627 |
| ECoT | 4.2 | Not recorded | 692d2109d6b0dd3342931627 |
| OpenVLA | 0 | Not recorded | 692d2109d6b0dd3342931627 |
| Emma-X | 0 | Not recorded | 692d2109d6b0dd3342931627 |

### DUALVLA

Success Rate: 50. Result ID: 6995e6ff3badfaffe6ef301c.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

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

### ThinkACT

Success Rate: 37.5. Result ID: 6995e6ff3badfaffe6ef301a.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b601e209131cea87ffb.md>)

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

### Magma

Success Rate: 33.3. Result ID: 6995e6ff3badfaffe6ef3017.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b91.md>)

[Implementation](<https://microsoft.github.io/Magma>)

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

### InstructVLA-G

Success Rate: 29.2. Result ID: 6995e6ff3badfaffe6ef301b.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a281e209131cea81620.md>)

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

### SpatialVLA

Success Rate: 25. Result ID: 6995e6ff3badfaffe6ef3015.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78951e209131cea79169.md>)

[Implementation](<https://spatialvla.github.io/>)

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

### RoboVLMs

Success Rate: 20.8. Result ID: 6995e6ff3badfaffe6ef3012.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

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

### InstructVLA-E

Success Rate: 20.8. Result ID: 6995e6ff3badfaffe6ef3016.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a281e209131cea81620.md>)

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

### TraceVLA

Success Rate: 16.6. Result ID: 6995e6ff3badfaffe6ef3013.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79281e209131cea7c4f6.md>)

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

### Octo-Base

Success Rate: 12.5. Result ID: 6995e6ff3badfaffe6ef3011.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73551e209131cea5be6c.md>)

[Implementation](<https://octo-models.github.io/>)

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

### RT-1-X

Success Rate: 4.2. Result ID: 6995e6ff3badfaffe6ef3010.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

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

### ECoT

Success Rate: 4.2. Result ID: 6995e6ff3badfaffe6ef3018.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77461e209131cea72229.md>)

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

### OpenVLA

Success Rate: 0. Result ID: 6995e6ff3badfaffe6ef3014.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74c31e209131cea63a36.md>)

[Implementation](<https://openvla.github.io/>)

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

### Emma-X

Success Rate: 0. Result ID: 6995e6ff3badfaffe6ef3019.

[Reporting paper](<https://www.sota2.com/research/paper/692d2109d6b0dd3342931627.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76341e209131cea6bcf4.md>)

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

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