# Spread on MPE Spread offline (Md-Replay)

Source: [Spread on MPE Spread offline (Md-Replay)](<https://www.sota2.com/research/sota/spread-on-mpe-spread-offline-md-replay>)

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

Data updated: 2026-02-26T05:35:49.532Z

Evaluation of performance on the MPE Spread environment using the Md-Replay configuration, measured by average 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 | Spread |
| Dataset (including any stated split) | MPE Spread offline (Md-Replay) |
| Metric | Average Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Average Score](<https://www.sota2.com/research/sota/spread-on-mpe-spread-offline-md-replay.md?metric=Average%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Average Score | Result date | Report paper |
| --- | --- | --- | --- |
| MADIFF-C | 42.2 | Not recorded | 68fa76691e209131cea6ccc6 |
| OMAR | 37.9 | Not recorded | 68fa76691e209131cea6ccc6 |
| MADIFF-D | 30.3 | Not recorded | 68fa76691e209131cea6ccc6 |
| MA-CQL | 20 | Not recorded | 68fa76691e209131cea6ccc6 |
| MA-TD3+BC | 15.4 | Not recorded | 68fa76691e209131cea6ccc6 |
| MA-ICQ | 13.6 | Not recorded | 68fa76691e209131cea6ccc6 |
| BC | 10 | Not recorded | 68fa76691e209131cea6ccc6 |

### MADIFF-C

Average Score: 42.2. Result ID: 69941e543a6c3148491b3065.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

Recorded evaluation configuration: {"dataset quality":"Md-Replay"}. This record does not assert independent reproduction.

### OMAR

Average Score: 37.9. Result ID: 69941e543a6c3148491b3063.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c341e209131cea32c78.md>)

Recorded evaluation configuration: {"dataset quality":"Md-Replay"}. This record does not assert independent reproduction.

### MADIFF-D

Average Score: 30.3. Result ID: 69941e543a6c3148491b3064.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

Recorded evaluation configuration: {"dataset quality":"Md-Replay"}. This record does not assert independent reproduction.

### MA-CQL

Average Score: 20. Result ID: 69941e543a6c3148491b3062.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa682a1e209131cea1a6c2.md>)

Recorded evaluation configuration: {"dataset quality":"Md-Replay"}. This record does not assert independent reproduction.

### MA-TD3+BC

Average Score: 15.4. Result ID: 69941e543a6c3148491b3061.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b631e209131cea2df4f.md>)

[Implementation](<https://github.com/sfujim/TD3_BC>)

Recorded evaluation configuration: {"dataset quality":"Md-Replay"}. This record does not assert independent reproduction.

### MA-ICQ

Average Score: 13.6. Result ID: 69941e543a6c3148491b3060.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b1b1e209131cea2c460.md>)

[Implementation](<https://github.com/YiqinYang/ICQ>)

Recorded evaluation configuration: {"dataset quality":"Md-Replay"}. This record does not assert independent reproduction.

### BC

Average Score: 10. Result ID: 69941e543a6c3148491b305f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6ccc6.md>)

Recorded evaluation configuration: {"dataset quality":"Md-Replay"}. This record does not assert independent reproduction.

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