# Full Waveform Inversion on SVFWI-F FlatVel-B (test)

Source: [Full Waveform Inversion on SVFWI-F FlatVel-B (test)](<https://www.sota2.com/research/sota/full-waveform-inversion-on-svfwi-f-flatvel-b-test>)

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

Data updated: 2026-03-18T07:15:06.913Z

Evaluation of Full Waveform Inversion performance on the SVFWI-F FlatVel-B test set, reporting MAE, RMSE, SSIM, and RE.

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) | SVFWI-F FlatVel-B (test) |
| Metric | MAE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| 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

- [MAE](<https://www.sota2.com/research/sota/full-waveform-inversion-on-svfwi-f-flatvel-b-test.md?metric=MAE>): Lower is better; unit: SCALAR.

- [RMSE](<https://www.sota2.com/research/sota/full-waveform-inversion-on-svfwi-f-flatvel-b-test.md?metric=RMSE>): Lower is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/full-waveform-inversion-on-svfwi-f-flatvel-b-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [RE](<https://www.sota2.com/research/sota/full-waveform-inversion-on-svfwi-f-flatvel-b-test.md?metric=RE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| SG-DeepONet | 0.0501 | Not recorded | 68fa74861e209131cea62325 |
| Fourier-DeepONet | 0.0637 | Not recorded | 68fa74861e209131cea62325 |
| InversionNet | 0.0781 | Not recorded | 68fa74861e209131cea62325 |
| Vanilla DeepONet | 0.1031 | Not recorded | 68fa74861e209131cea62325 |

### SG-DeepONet

MAE: 0.0501. Result ID: 69ba50e347f34ce924a3bc0e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74861e209131cea62325.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74861e209131cea62325.md>)

Recorded evaluation configuration: {"Source locations":"Fixed","Frequency range":"5-25 Hz"}. This record does not assert independent reproduction.

### Fourier-DeepONet

MAE: 0.0637. Result ID: 69ba50e347f34ce924a3bc0d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74861e209131cea62325.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46161e209131ce91d9ec.md>)

Recorded evaluation configuration: {"Source locations":"Fixed","Frequency range":"5-25 Hz"}. This record does not assert independent reproduction.

### InversionNet

MAE: 0.0781. Result ID: 69ba50e347f34ce924a3bc0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74861e209131cea62325.md>)

Recorded evaluation configuration: {"Source locations":"Fixed","Frequency range":"5-25 Hz"}. This record does not assert independent reproduction.

### Vanilla DeepONet

MAE: 0.1031. Result ID: 69ba50e347f34ce924a3bc0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74861e209131cea62325.md>)

Recorded evaluation configuration: {"Source locations":"Fixed","Frequency range":"5-25 Hz"}. This record does not assert independent reproduction.

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