# Toolhang on Robomimic (Success Rate)

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

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

Data updated: 2026-05-12T14:10:24.712Z

Evaluation of robotic performance on the ToolHang 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 | Toolhang |
| Dataset (including any stated split) | Robomimic |
| Metric | Success Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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/toolhang-on-robomimic-success-rate.md?metric=Success%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| STEREOPOLICY-DP | 96 | Not recorded | 6a02b493dbc836b87d824d42 |
| STEREOPOLICY-DP | 94 | Not recorded | 6a02b493dbc836b87d824d42 |
| RGBD-3DDA | 92 | Not recorded | 6a02b493dbc836b87d824d42 |
| Multi-View | 92 | Not recorded | 6a02b493dbc836b87d824d42 |
| RGB | 90 | Not recorded | 6a02b493dbc836b87d824d42 |
| AdaFlow | 88 | Not recorded | 68fa79581e209131cea7d2f9 |
| RGB-D | 88 | Not recorded | 6a02b493dbc836b87d824d42 |
| RGBD-3DDA | 84 | Not recorded | 6a02b493dbc836b87d824d42 |
| IMLE Policy | 81 | Not recorded | 68fa79581e209131cea7d2f9 |
| PCD-DP3 | 76 | Not recorded | 6a02b493dbc836b87d824d42 |
| SAL | 71 | Not recorded | 69f03f1555a3c32af89fa072 |
| Full | 63 | Not recorded | 69f03f1555a3c32af89fa072 |
| TED | 58 | Not recorded | 69f03f1555a3c32af89fa072 |
| RGB-D | 56 | Not recorded | 6a02b493dbc836b87d824d42 |
| Multi-View | 54 | Not recorded | 6a02b493dbc836b87d824d42 |
| RGB | 53 | Not recorded | 6a02b493dbc836b87d824d42 |
| PCD-DP3 | 40 | Not recorded | 6a02b493dbc836b87d824d42 |

### STEREOPOLICY-DP

Success Rate: 96. Result ID: 6a0334ca47f34ce924e7ec47.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

Recorded evaluation configuration: {"# Demos":"200"}. This record does not assert independent reproduction.

### STEREOPOLICY-DP

Success Rate: 94. Result ID: 6a0334ca47f34ce924e7ec46.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

Recorded evaluation configuration: {"# Demos":"100"}. This record does not assert independent reproduction.

### RGBD-3DDA

Success Rate: 92. Result ID: 6a0334ca47f34ce924e7ec41.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa744b1e209131cea60daf.md>)

[Implementation](<https://www.sota2.com/3d-diffuser-actor.github.io>)

Recorded evaluation configuration: {"# Demos":"200"}. This record does not assert independent reproduction.

### Multi-View

Success Rate: 92. Result ID: 6a0334ca47f34ce924e7ec45.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

Recorded evaluation configuration: {"# Demos":"200"}. This record does not assert independent reproduction.

### RGB

Success Rate: 90. Result ID: 6a0334ca47f34ce924e7ec3d.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ade1e209131cea2aef4.md>)

[Implementation](<https://arise-initiative.github.io/robomimic-web/>)

Recorded evaluation configuration: {"# Demos":"200"}. This record does not assert independent reproduction.

### AdaFlow

Success Rate: 88. Result ID: 699ae26d5698665ec47264be.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79581e209131cea7d2f9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75db1e209131cea6a467.md>)

Recorded evaluation configuration: {"NFE":"N/A"}. This record does not assert independent reproduction.

### RGB-D

Success Rate: 88. Result ID: 6a0334ca47f34ce924e7ec3f.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

Recorded evaluation configuration: {"# Demos":"200"}. This record does not assert independent reproduction.

### RGBD-3DDA

Success Rate: 84. Result ID: 6a0334ca47f34ce924e7ec40.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa744b1e209131cea60daf.md>)

[Implementation](<https://www.sota2.com/3d-diffuser-actor.github.io>)

Recorded evaluation configuration: {"# Demos":"100"}. This record does not assert independent reproduction.

### IMLE Policy

Success Rate: 81. Result ID: 699ae26d5698665ec47264bf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79581e209131cea7d2f9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77591e209131cea7295a.md>)

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

### PCD-DP3

Success Rate: 76. Result ID: 6a0334ca47f34ce924e7ec43.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73081e209131cea59efd.md>)

Recorded evaluation configuration: {"# Demos":"200"}. This record does not assert independent reproduction.

### SAL

Success Rate: 71. Result ID: 69f05f8b47f34ce924d5d122.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f1555a3c32af89fa072.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f03f1555a3c32af89fa072.md>)

Recorded evaluation configuration: {"Src":"ph","\|D\|":"200","K":"100"}. This record does not assert independent reproduction.

### Full

Success Rate: 63. Result ID: 69f05f8b47f34ce924d5d123.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f1555a3c32af89fa072.md>)

Recorded evaluation configuration: {"Src":"ph","\|D\|":"200","K":"200"}. This record does not assert independent reproduction.

### TED

Success Rate: 58. Result ID: 69f05f8b47f34ce924d5d121.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f1555a3c32af89fa072.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f03f1555a3c32af89fa072.md>)

Recorded evaluation configuration: {"Src":"ph","\|D\|":"200","K":"100"}. This record does not assert independent reproduction.

### RGB-D

Success Rate: 56. Result ID: 6a0334ca47f34ce924e7ec3e.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

Recorded evaluation configuration: {"# Demos":"100"}. This record does not assert independent reproduction.

### Multi-View

Success Rate: 54. Result ID: 6a0334ca47f34ce924e7ec44.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

Recorded evaluation configuration: {"# Demos":"100"}. This record does not assert independent reproduction.

### RGB

Success Rate: 53. Result ID: 6a0334ca47f34ce924e7ec3c.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ade1e209131cea2aef4.md>)

[Implementation](<https://arise-initiative.github.io/robomimic-web/>)

Recorded evaluation configuration: {"# Demos":"100"}. This record does not assert independent reproduction.

### PCD-DP3

Success Rate: 40. Result ID: 6a0334ca47f34ce924e7ec42.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b493dbc836b87d824d42.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73081e209131cea59efd.md>)

Recorded evaluation configuration: {"# Demos":"100"}. This record does not assert independent reproduction.

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