# Full Waveform Inversion on Marmousi Model Smooth

Source: [Full Waveform Inversion on Marmousi Model Smooth](<https://www.sota2.com/research/sota/full-waveform-inversion-on-marmousi-model-smooth>)

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

Data updated: 2026-03-25T12:50:23.422Z

Evaluation of Full Waveform Inversion performance on the Marmousi Model Smooth dataset, measured by MSE.

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 | Full Waveform Inversion |
| Dataset (including any stated split) | Marmousi Model Smooth |
| Metric | MSE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 9 of 9 |
| 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

- [MSE](<https://www.sota2.com/research/sota/full-waveform-inversion-on-marmousi-model-smooth.md?metric=MSE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MSE | Result date | Report paper |
| --- | --- | --- | --- |
| IG-FWI | 0.1423 | Not recorded | 69c36be60636e5bf4afc631f |
| MPE-FWI | 0.1427 | Not recorded | 69c36be60636e5bf4afc631f |
| LR-FWI | 0.1638 | Not recorded | 69c36be60636e5bf4afc631f |
| MS-FWI | 0.1683 | Not recorded | 69c36be60636e5bf4afc631f |
| IFWI | 0.1907 | Not recorded | 69c36be60636e5bf4afc631f |
| WinFWI | 0.2013 | Not recorded | 69c36be60636e5bf4afc631f |
| ADFWI | 0.2132 | Not recorded | 69c36be60636e5bf4afc631f |
| ADFWI-TV | 0.2449 | Not recorded | 69c36be60636e5bf4afc631f |
| WECI-FWI | 0.2977 | Not recorded | 69c36be60636e5bf4afc631f |

### IG-FWI

MSE: 0.1423. Result ID: 69c3d9f347f34ce924ad23ea.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

Recorded evaluation configuration: {"Time (s)":"1.91","Params (K)":"39.34","Memory (GB)":"17.41"}. This record does not assert independent reproduction.

### MPE-FWI

MSE: 0.1427. Result ID: 69c3d9f347f34ce924ad23e9.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

Recorded evaluation configuration: {"Time (s)":"1.91","Params (K)":"14.26","Memory (GB)":"17.25"}. This record does not assert independent reproduction.

### LR-FWI

MSE: 0.1638. Result ID: 69c3d9f347f34ce924ad23e8.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

Recorded evaluation configuration: {"Time (s)":"1.92","Params (K)":"77.91","Memory (GB)":"17.10"}. This record does not assert independent reproduction.

### MS-FWI

MSE: 0.1683. Result ID: 69c3d9f347f34ce924ad23e5.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

Recorded evaluation configuration: {"Time (s)":"2.25","Params (K)":"94.00","Memory (GB)":"17.09"}. This record does not assert independent reproduction.

### IFWI

MSE: 0.1907. Result ID: 69c3d9f347f34ce924ad23e6.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

Recorded evaluation configuration: {"Time (s)":"1.88","Params (K)":"50.05","Memory (GB)":"17.48"}. This record does not assert independent reproduction.

### WinFWI

MSE: 0.2013. Result ID: 69c3d9f347f34ce924ad23e7.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

Recorded evaluation configuration: {"Time (s)":"1.90","Params (K)":"60.63","Memory (GB)":"18.20"}. This record does not assert independent reproduction.

### ADFWI

MSE: 0.2132. Result ID: 69c3d9f347f34ce924ad23e2.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa4ab21e209131ce940779.md>)

Recorded evaluation configuration: {"Time (s)":"1.89","Params (K)":"94.00","Memory (GB)":"17.09"}. This record does not assert independent reproduction.

### ADFWI-TV

MSE: 0.2449. Result ID: 69c3d9f347f34ce924ad23e3.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa53081e209131ce97fe8a.md>)

Recorded evaluation configuration: {"Time (s)":"1.92","Params (K)":"94.00","Memory (GB)":"17.09"}. This record does not assert independent reproduction.

### WECI-FWI

MSE: 0.2977. Result ID: 69c3d9f347f34ce924ad23e4.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be60636e5bf4afc631f.md>)

Recorded evaluation configuration: {"Time (s)":"3.12","Params (K)":"94.00","Memory (GB)":"17.56"}. This record does not assert independent reproduction.

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