# Robot Manipulation Latency on Meta-World

Source: [Robot Manipulation Latency on Meta-World](<https://www.sota2.com/research/sota/robot-manipulation-latency-on-meta-world>)

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

Data updated: 2026-02-26T05:48:26.840Z

Evaluation of robot manipulation performance on the Meta-World benchmark, specifically measuring the time taken (latency in ms) to complete tasks, broken down by difficulty levels (Easy, Medium, Hard, Very Hard).

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 | Robot Manipulation |
| Dataset (including any stated split) | Meta-World |
| Metric | Latency (Easy) (ms) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 15 of 15 |
| 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

- [Latency (Easy) (ms)](<https://www.sota2.com/research/sota/robot-manipulation-latency-on-meta-world.md?metric=Latency%20(Easy)%20(ms)>): Lower is better; unit: TIME.

- [Latency (Medium) (ms)](<https://www.sota2.com/research/sota/robot-manipulation-latency-on-meta-world.md?metric=Latency%20(Medium)%20(ms)>): Lower is better; unit: TIME.

- [Latency (Hard) (ms)](<https://www.sota2.com/research/sota/robot-manipulation-latency-on-meta-world.md?metric=Latency%20(Hard)%20(ms)>): Lower is better; unit: TIME.

- [Latency (Very Hard) (ms)](<https://www.sota2.com/research/sota/robot-manipulation-latency-on-meta-world.md?metric=Latency%20(Very%20Hard)%20(ms)>): Lower is better; unit: TIME.

- [Average Latency (ms)](<https://www.sota2.com/research/sota/robot-manipulation-latency-on-meta-world.md?metric=Average%20Latency%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | Latency (Easy) (ms) | Result date | Report paper |
| --- | --- | --- | --- |
| KAN-We-Flow | 10.1 | Not recorded | 69818138a8b01e76cc8e238b |
| FlowPolicy | 12 | Not recorded | 69818138a8b01e76cc8e238b |
| Adaflow | 49.4 | Not recorded | 694a222a9eebe296e72aa8b4 |
| DP | 50.7 | Not recorded | 694a222a9eebe296e72aa8b4 |
| CP | 69.3 | Not recorded | 694a222a9eebe296e72aa8b4 |
| FlowPolicy | 84.8 | Not recorded | 694a222a9eebe296e72aa8b4 |
| Simple DP3 | 86.8 | Not recorded | 694a222a9eebe296e72aa8b4 |
| DP3 | 87.3 | Not recorded | 694a222a9eebe296e72aa8b4 |
| OMP-JVP w/o L\_dis & L\_DA | 87.5 | Not recorded | 694a222a9eebe296e72aa8b4 |
| MP1 | 88.2 | Not recorded | 694a222a9eebe296e72aa8b4 |
| OMP-DDE | 89 | Not recorded | 694a222a9eebe296e72aa8b4 |
| OMP-JVP w/o L\_dis | 89.1 | Not recorded | 694a222a9eebe296e72aa8b4 |
| OMP-JVP | 89.7 | Not recorded | 694a222a9eebe296e72aa8b4 |
| Simple DP3 | 91.9 | Not recorded | 69818138a8b01e76cc8e238b |
| DP3 | 130 | Not recorded | 69818138a8b01e76cc8e238b |

### KAN-We-Flow

Latency (Easy) (ms): 10.1. Result ID: 6999cb7d5698665ec4490867.

[Reporting paper](<https://www.sota2.com/research/paper/69818138a8b01e76cc8e238b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69818138a8b01e76cc8e238b.md>)

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

### FlowPolicy

Latency (Easy) (ms): 12. Result ID: 6999cb7d5698665ec4490866.

[Reporting paper](<https://www.sota2.com/research/paper/69818138a8b01e76cc8e238b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76381e209131cea6beff.md>)

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

### Adaflow

Latency (Easy) (ms): 49.4. Result ID: 6999e6f35698665ec4671383.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

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

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":null}. This record does not assert independent reproduction.

### DP

Latency (Easy) (ms): 50.7. Result ID: 6999e6f35698665ec4671382.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72841e209131cea56f68.md>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"10"}. This record does not assert independent reproduction.

### CP

Latency (Easy) (ms): 69.3. Result ID: 6999e6f35698665ec4671384.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73e91e209131cea5edc9.md>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"1"}. This record does not assert independent reproduction.

### FlowPolicy

Latency (Easy) (ms): 84.8. Result ID: 6999e6f35698665ec4671387.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76381e209131cea6beff.md>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"1"}. This record does not assert independent reproduction.

### Simple DP3

Latency (Easy) (ms): 86.8. Result ID: 6999e6f35698665ec4671386.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74f31e209131cea64c76.md>)

[Implementation](<https://github.com/YanjieZe/3D-Diffusion-Policy>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"10"}. This record does not assert independent reproduction.

### DP3

Latency (Easy) (ms): 87.3. Result ID: 6999e6f35698665ec4671385.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74f31e209131cea64c76.md>)

[Implementation](<https://github.com/YanjieZe/3D-Diffusion-Policy>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"10"}. This record does not assert independent reproduction.

### OMP-JVP w/o L\_dis & L\_DA

Latency (Easy) (ms): 87.5. Result ID: 6999e6f35698665ec467138b.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"1"}. This record does not assert independent reproduction.

### MP1

Latency (Easy) (ms): 88.2. Result ID: 6999e6f35698665ec4671388.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"1"}. This record does not assert independent reproduction.

### OMP-DDE

Latency (Easy) (ms): 89. Result ID: 6999e6f35698665ec467138c.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"1"}. This record does not assert independent reproduction.

### OMP-JVP w/o L\_dis

Latency (Easy) (ms): 89.1. Result ID: 6999e6f35698665ec467138a.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"1"}. This record does not assert independent reproduction.

### OMP-JVP

Latency (Easy) (ms): 89.7. Result ID: 6999e6f35698665ec4671389.

[Reporting paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a222a9eebe296e72aa8b4.md>)

Recorded evaluation configuration: {"NFE (Number of Function Evaluations)":"1"}. This record does not assert independent reproduction.

### Simple DP3

Latency (Easy) (ms): 91.9. Result ID: 6999cb7d5698665ec4490865.

[Reporting paper](<https://www.sota2.com/research/paper/69818138a8b01e76cc8e238b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74f31e209131cea64c76.md>)

[Implementation](<https://github.com/YanjieZe/3D-Diffusion-Policy>)

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

### DP3

Latency (Easy) (ms): 130. Result ID: 6999cb7d5698665ec4490864.

[Reporting paper](<https://www.sota2.com/research/paper/69818138a8b01e76cc8e238b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74f31e209131cea64c76.md>)

[Implementation](<https://github.com/YanjieZe/3D-Diffusion-Policy>)

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

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