# Full Waveform Inversion on CurveFault-A SVFWI-L

Source: [Full Waveform Inversion on CurveFault-A SVFWI-L](<https://www.sota2.com/research/sota/full-waveform-inversion-on-curvefault-a-svfwi-l>)

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

Data updated: 2026-03-18T07:15:06.886Z

Evaluation of Full Waveform Inversion performance on the CurveFault-A SVFWI-L dataset, 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) | CurveFault-A SVFWI-L |
| 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-curvefault-a-svfwi-l.md?metric=MAE>): Lower is better; unit: SCALAR.

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

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

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

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| SG-DeepONet | 0.0211 | Not recorded | 68fa74861e209131cea62325 |
| Fourier-DeepONet | 0.0219 | Not recorded | 68fa74861e209131cea62325 |
| InversionNet | 0.0223 | Not recorded | 68fa74861e209131cea62325 |
| Vanilla DeepONet | 0.0476 | Not recorded | 68fa74861e209131cea62325 |

### SG-DeepONet

MAE: 0.0211. Result ID: 69ba50e347f34ce924a3bc0a.

[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 frequency":"15 Hz","source location":"varying"}. This record does not assert independent reproduction.

### Fourier-DeepONet

MAE: 0.0219. Result ID: 69ba50e347f34ce924a3bc09.

[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 frequency":"15 Hz","source location":"varying"}. This record does not assert independent reproduction.

### InversionNet

MAE: 0.0223. Result ID: 69ba50e347f34ce924a3bc08.

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

Recorded evaluation configuration: {"source frequency":"15 Hz","source location":"varying"}. This record does not assert independent reproduction.

### Vanilla DeepONet

MAE: 0.0476. Result ID: 69ba50e347f34ce924a3bc07.

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

Recorded evaluation configuration: {"source frequency":"15 Hz","source location":"varying"}. This record does not assert independent reproduction.

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