# Robotic Control on RoboMimic & OGBench (Online Evaluation)

Source: [Robotic Control on RoboMimic & OGBench (Online Evaluation)](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation>)

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

Data updated: 2026-05-13T06:43:23.830Z

Evaluation of agent performance on specific robotic control tasks within the combined RoboMimic and OGBench environments under online evaluation settings.

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 | Robotic Control |
| Dataset (including any stated split) | RoboMimic & OGBench online evaluation |
| Metric | Can Success Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Can Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=Can%20Success%20Rate>): Higher is better; unit: PERCENT.

- [Square Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=Square%20Success%20Rate>): Higher is better; unit: PERCENT.

- [Cube DBL T3 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=Cube%20DBL%20T3%20Success%20Rate>): Higher is better; unit: PERCENT.

- [Cube DBL T4 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=Cube%20DBL%20T4%20Success%20Rate>): Higher is better; unit: PERCENT.

- [Cube TRL T3 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=Cube%20TRL%20T3%20Success%20Rate>): Higher is better; unit: PERCENT.

- [Cube TRL T4 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=Cube%20TRL%20T4%20Success%20Rate>): Higher is better; unit: PERCENT.

- [Scene T4 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=Scene%20T4%20Success%20Rate>): Higher is better; unit: PERCENT.

- [Scene T5 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=Scene%20T5%20Success%20Rate>): Higher is better; unit: PERCENT.

- [HMaze Med T3 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=HMaze%20Med%20T3%20Success%20Rate>): Higher is better; unit: PERCENT.

- [HMaze Med T4 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=HMaze%20Med%20T4%20Success%20Rate>): Higher is better; unit: PERCENT.

- [AMaze GNT T4 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=AMaze%20GNT%20T4%20Success%20Rate>): Higher is better; unit: PERCENT.

- [AMaze GNT T5 Success Rate](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=AMaze%20GNT%20T5%20Success%20Rate>): Higher is better; unit: PERCENT.

- [IQM Success Rate (SR)](<https://www.sota2.com/research/sota/robotic-control-on-robomimic-and-ogbench-online-evaluation.md?metric=IQM%20Success%20Rate%20(SR)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Can Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| FMQ + QGBS | 97 | Not recorded | 6a0405e6dbc836b87d827970 |
| FMQ | 96 | Not recorded | 6a0405e6dbc836b87d827970 |
| MVP\* | 92 | Not recorded | 6a0405e6dbc836b87d827970 |
| QC | 88 | Not recorded | 6a0405e6dbc836b87d827970 |
| MVP + QGBS | 87 | Not recorded | 6a0405e6dbc836b87d827970 |
| MVP | 83 | Not recorded | 6a0405e6dbc836b87d827970 |

### FMQ + QGBS

Can Success Rate: 97. Result ID: 6a041c4147f34ce924e96b37.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

Recorded evaluation configuration: {"training\_algorithm":"FMQ","inference\_algorithm":"QGBS"}. This record does not assert independent reproduction.

### FMQ

Can Success Rate: 96. Result ID: 6a041c4147f34ce924e96b36.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

Recorded evaluation configuration: {"training\_algorithm":"FMQ"}. This record does not assert independent reproduction.

### MVP\*

Can Success Rate: 92. Result ID: 6a041c4147f34ce924e96b33.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f5f69ebc499c974099c3.md>)

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

### QC

Can Success Rate: 88. Result ID: 6a041c4147f34ce924e96b32.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a0f1e209131cea80d8d.md>)

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

### MVP + QGBS

Can Success Rate: 87. Result ID: 6a041c4147f34ce924e96b35.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

Recorded evaluation configuration: {"inference\_algorithm":"QGBS"}. This record does not assert independent reproduction.

### MVP

Can Success Rate: 83. Result ID: 6a041c4147f34ce924e96b34.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405e6dbc836b87d827970.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f5f69ebc499c974099c3.md>)

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

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