# Open Drawer on Meta-World

Source: [Open Drawer on Meta-World](<https://www.sota2.com/research/sota/open-drawer-on-meta-world>)

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

Data updated: 2026-02-26T06:08:02.780Z

Evaluation results for the 'Open drawer' manipulation task within the Meta-World environment, reporting metrics such as VOC score.

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 | Open drawer |
| Dataset (including any stated split) | Meta-World |
| Metric | VOC Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 28 of 28 |
| 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

- [VOC Score](<https://www.sota2.com/research/sota/open-drawer-on-meta-world.md?metric=VOC%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | VOC Score | Result date | Report paper |
| --- | --- | --- | --- |
| LTriplet | 90.17 | Not recorded | 694cc50853fdd5c36173a87a |
| LR3M | 87.7 | Not recorded | 694cc50853fdd5c36173a87a |
| LTriplet | 87.67 | Not recorded | 694cc50853fdd5c36173a87a |
| LR3M | 87.22 | Not recorded | 694cc50853fdd5c36173a87a |
| LTriplet | 86.76 | Not recorded | 694cc50853fdd5c36173a87a |
| LTCNtext | 86.14 | Not recorded | 694cc50853fdd5c36173a87a |
| LR3M | 83.71 | Not recorded | 694cc50853fdd5c36173a87a |
| LTCNtext | 82.17 | Not recorded | 694cc50853fdd5c36173a87a |
| LTCNtext | 80.92 | Not recorded | 694cc50853fdd5c36173a87a |
| LR3M | 80.88 | Not recorded | 694cc50853fdd5c36173a87a |
| LLIV | 80.4 | Not recorded | 694cc50853fdd5c36173a87a |
| LVIPtext | 77.59 | Not recorded | 694cc50853fdd5c36173a87a |
| LTriplet | 76.94 | Not recorded | 694cc50853fdd5c36173a87a |
| LTCNtext | 75.88 | Not recorded | 694cc50853fdd5c36173a87a |
| LVIPtext + LVIP | 75.17 | Not recorded | 694cc50853fdd5c36173a87a |
| LVIPtext | 69.87 | Not recorded | 694cc50853fdd5c36173a87a |
| LVIPtext | 67.54 | Not recorded | 694cc50853fdd5c36173a87a |
| LLIV | 66.99 | Not recorded | 694cc50853fdd5c36173a87a |
| LVIPtext | 65.68 | Not recorded | 694cc50853fdd5c36173a87a |
| LVIPtext + LVIP | 64.17 | Not recorded | 694cc50853fdd5c36173a87a |
| LLIV | 61.99 | Not recorded | 694cc50853fdd5c36173a87a |
| LLIV | 55.47 | Not recorded | 694cc50853fdd5c36173a87a |
| LVIPtext + LVIP | 54.28 | Not recorded | 694cc50853fdd5c36173a87a |
| LVIPtext + LVIP | 53.92 | Not recorded | 694cc50853fdd5c36173a87a |
| SigLIP2 | 19.7 | Not recorded | 694cc50853fdd5c36173a87a |
| SigLIP2 | -28.84 | Not recorded | 694cc50853fdd5c36173a87a |
| SigLIP2 | -29.86 | Not recorded | 694cc50853fdd5c36173a87a |
| SigLIP2 | -56.76 | Not recorded | 694cc50853fdd5c36173a87a |

### LTriplet

VOC Score: 90.17. Result ID: 69994c515698665ec4b681d1.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

Recorded evaluation configuration: {"View":"Multi view"}. This record does not assert independent reproduction.

### LR3M

VOC Score: 87.7. Result ID: 69994c515698665ec4b681b8.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e011e209131cea3d5b4.md>)

[Implementation](<https://github.com/facebookresearch/r3m>)

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

### LTriplet

VOC Score: 87.67. Result ID: 69994c515698665ec4b681bc.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

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

### LR3M

VOC Score: 87.22. Result ID: 69994c515698665ec4b681cd.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e011e209131cea3d5b4.md>)

[Implementation](<https://github.com/facebookresearch/r3m>)

Recorded evaluation configuration: {"View":"Multi view"}. This record does not assert independent reproduction.

### LTriplet

VOC Score: 86.76. Result ID: 69994c515698665ec4b681ca.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

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

### LTCNtext

VOC Score: 86.14. Result ID: 69994c515698665ec4b681cc.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64251e209131cea02dd8.md>)

[Implementation](<https://www.sota2.com/sermanet.github.io/imitate>)

Recorded evaluation configuration: {"View":"Multi view"}. This record does not assert independent reproduction.

### LR3M

VOC Score: 83.71. Result ID: 69994c515698665ec4b681bf.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e011e209131cea3d5b4.md>)

[Implementation](<https://github.com/facebookresearch/r3m>)

Recorded evaluation configuration: {"View":"View 2"}. This record does not assert independent reproduction.

### LTCNtext

VOC Score: 82.17. Result ID: 69994c515698665ec4b681b7.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64251e209131cea02dd8.md>)

[Implementation](<https://www.sota2.com/sermanet.github.io/imitate>)

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

### LTCNtext

VOC Score: 80.92. Result ID: 69994c515698665ec4b681be.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64251e209131cea02dd8.md>)

[Implementation](<https://www.sota2.com/sermanet.github.io/imitate>)

Recorded evaluation configuration: {"View":"View 2"}. This record does not assert independent reproduction.

### LR3M

VOC Score: 80.88. Result ID: 69994c515698665ec4b681c6.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e011e209131cea3d5b4.md>)

[Implementation](<https://github.com/facebookresearch/r3m>)

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

### LLIV

VOC Score: 80.4. Result ID: 69994c515698665ec4b681d0.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f8e1e209131cea46366.md>)

Recorded evaluation configuration: {"View":"Multi view"}. This record does not assert independent reproduction.

### LVIPtext

VOC Score: 77.59. Result ID: 69994c515698665ec4b681ce.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b53.md>)

Recorded evaluation configuration: {"View":"Multi view"}. This record does not assert independent reproduction.

### LTriplet

VOC Score: 76.94. Result ID: 69994c515698665ec4b681c3.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

Recorded evaluation configuration: {"View":"View 2"}. This record does not assert independent reproduction.

### LTCNtext

VOC Score: 75.88. Result ID: 69994c515698665ec4b681c5.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64251e209131cea02dd8.md>)

[Implementation](<https://www.sota2.com/sermanet.github.io/imitate>)

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

### LVIPtext + LVIP

VOC Score: 75.17. Result ID: 69994c515698665ec4b681cf.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b53.md>)

Recorded evaluation configuration: {"View":"Multi view"}. This record does not assert independent reproduction.

### LVIPtext

VOC Score: 69.87. Result ID: 69994c515698665ec4b681c0.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b53.md>)

Recorded evaluation configuration: {"View":"View 2"}. This record does not assert independent reproduction.

### LVIPtext

VOC Score: 67.54. Result ID: 69994c515698665ec4b681c7.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b53.md>)

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

### LLIV

VOC Score: 66.99. Result ID: 69994c515698665ec4b681c2.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f8e1e209131cea46366.md>)

Recorded evaluation configuration: {"View":"View 2"}. This record does not assert independent reproduction.

### LVIPtext

VOC Score: 65.68. Result ID: 69994c515698665ec4b681b9.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b53.md>)

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

### LVIPtext + LVIP

VOC Score: 64.17. Result ID: 69994c515698665ec4b681c8.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b53.md>)

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

### LLIV

VOC Score: 61.99. Result ID: 69994c515698665ec4b681bb.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f8e1e209131cea46366.md>)

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

### LLIV

VOC Score: 55.47. Result ID: 69994c515698665ec4b681c9.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f8e1e209131cea46366.md>)

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

### LVIPtext + LVIP

VOC Score: 54.28. Result ID: 69994c515698665ec4b681ba.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b53.md>)

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

### LVIPtext + LVIP

VOC Score: 53.92. Result ID: 69994c515698665ec4b681c1.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b53.md>)

Recorded evaluation configuration: {"View":"View 2"}. This record does not assert independent reproduction.

### SigLIP2

VOC Score: 19.7. Result ID: 69994c515698665ec4b681c4.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770a1e209131cea70ad4.md>)

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

### SigLIP2

VOC Score: -28.84. Result ID: 69994c515698665ec4b681cb.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770a1e209131cea70ad4.md>)

Recorded evaluation configuration: {"View":"Multi view"}. This record does not assert independent reproduction.

### SigLIP2

VOC Score: -29.86. Result ID: 69994c515698665ec4b681bd.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770a1e209131cea70ad4.md>)

Recorded evaluation configuration: {"View":"View 2"}. This record does not assert independent reproduction.

### SigLIP2

VOC Score: -56.76. Result ID: 69994c515698665ec4b681b6.

[Reporting paper](<https://www.sota2.com/research/paper/694cc50853fdd5c36173a87a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770a1e209131cea70ad4.md>)

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

Page 1 of 1. This is an index page, not the full collection.
