# Can on Robomimic (Success Rate)

Source: [Can on Robomimic (Success Rate)](<https://www.sota2.com/research/sota/can-on-robomimic-success-rate>)

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

Data updated: 2026-05-11T10:09:38.871Z

Evaluation of robotic performance on the 'Can' task within the RoboMimic 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 | Can |
| Dataset (including any stated split) | Robomimic |
| Metric | Can Success Rate (Offline) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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 (Offline)](<https://www.sota2.com/research/sota/can-on-robomimic-success-rate.md?metric=Can%20Success%20Rate%20(Offline)>): Higher is better; unit: PERCENT.

- [Can Success Rate](<https://www.sota2.com/research/sota/can-on-robomimic-success-rate.md?metric=Can%20Success%20Rate>): Higher is better; unit: PERCENT.

- [Can Success Rate (Online)](<https://www.sota2.com/research/sota/can-on-robomimic-success-rate.md?metric=Can%20Success%20Rate%20(Online)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Can Success Rate (Offline) | Result date | Report paper |
| --- | --- | --- | --- |
| QC-FQL | 88 | Not recorded | 6a0162badbc836b87d823326 |
| QC-BFN | 83 | Not recorded | 6a0162badbc836b87d823326 |
| BFN | 59.6 | Not recorded | 6a0162badbc836b87d823326 |
| MVP | 46 | Not recorded | 6a0162badbc836b87d823326 |
| MVP | 46 | Not recorded | 6a0162badbc836b87d823326 |
| FQL | 31.2 | Not recorded | 6a0162badbc836b87d823326 |
| DFP | 25.8 | Not recorded | 6a0162badbc836b87d823326 |
| DFP | 25.8 | Not recorded | 6a0162badbc836b87d823326 |

### QC-FQL

Can Success Rate (Offline): 88. Result ID: 6a01aae147f34ce924e41958.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

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

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

### QC-BFN

Can Success Rate (Offline): 83. Result ID: 6a01aae147f34ce924e41956.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

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

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

### BFN

Can Success Rate (Offline): 59.6. Result ID: 6a01aae147f34ce924e41955.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa691a1e209131cea203dd.md>)

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

### MVP

Can Success Rate (Offline): 46. Result ID: 6a01aae147f34ce924e41959.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

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

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

### MVP

Can Success Rate (Offline): 46. Result ID: 6a01aae147f34ce924e4195a.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

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

Recorded evaluation configuration: {"loss":"Ltop-K"}. This record does not assert independent reproduction.

### FQL

Can Success Rate (Offline): 31.2. Result ID: 6a01aae147f34ce924e41957.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c51e209131cea7a67a.md>)

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

### DFP

Can Success Rate (Offline): 25.8. Result ID: 6a01aae147f34ce924e4195b.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

Recorded evaluation configuration: {"loss":"without Ltop-K"}. This record does not assert independent reproduction.

### DFP

Can Success Rate (Offline): 25.8. Result ID: 6a01aae147f34ce924e4195c.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162badbc836b87d823326.md>)

Recorded evaluation configuration: {"loss":"Ltop-K"}. This record does not assert independent reproduction.

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