# Full Waveform Inversion on CurveVel-A SVFWI-FL (test)

Source: [Full Waveform Inversion on CurveVel-A SVFWI-FL (test)](<https://www.sota2.com/research/sota/full-waveform-inversion-on-curvevel-a-svfwi-fl-test>)

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

Data updated: 2026-03-18T07:15:06.784Z

Evaluation of Full Waveform Inversion performance on the CurveVel-A SVFWI-FL 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) | CurveVel-A SVFWI-FL (test) |
| Metric | MAE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 8 of 8 |
| 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-curvevel-a-svfwi-fl-test.md?metric=MAE>): Lower is better; unit: SCALAR.

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

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

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

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| SG-DeepONet | 0.058 | Not recorded | 68fa74861e209131cea62325 |
| SG-DeepONet | 0.0677 | Not recorded | 68fa74861e209131cea62325 |
| Fourier-DeepONet | 0.0717 | Not recorded | 68fa74861e209131cea62325 |
| Fourier-DeepONet | 0.0773 | Not recorded | 68fa74861e209131cea62325 |
| InversionNet | 0.0861 | Not recorded | 68fa74861e209131cea62325 |
| InversionNet | 0.0888 | Not recorded | 68fa74861e209131cea62325 |
| Vanilla DeepONet | 0.11 | Not recorded | 68fa74861e209131cea62325 |
| Vanilla DeepONet | 0.1263 | Not recorded | 68fa74861e209131cea62325 |

### SG-DeepONet

MAE: 0.058. Result ID: 69ba50e347f34ce924a3bc12.

[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.

### SG-DeepONet

MAE: 0.0677. Result ID: 69ba50e347f34ce924a3bbfa.

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

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

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

### Fourier-DeepONet

MAE: 0.0717. Result ID: 69ba50e347f34ce924a3bc11.

[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.

### Fourier-DeepONet

MAE: 0.0773. Result ID: 69ba50e347f34ce924a3bbf9.

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

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

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

### InversionNet

MAE: 0.0861. Result ID: 69ba50e347f34ce924a3bc10.

[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.

### InversionNet

MAE: 0.0888. Result ID: 69ba50e347f34ce924a3bbf8.

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

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

### Vanilla DeepONet

MAE: 0.11. Result ID: 69ba50e347f34ce924a3bc0f.

[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: 0.1263. Result ID: 69ba50e347f34ce924a3bbf7.

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

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

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