# Full Waveform Inversion on Marmousi Model S-Shots (MSE) Source: [Full Waveform Inversion on Marmousi Model S-Shots (MSE)]() Collection index: [llms.txt]() Data updated: 2026-03-25T12:56:17.689Z Evaluation of Full Waveform Inversion performance on the Marmousi Model S-Shots 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 S-Shots | | Metric | MSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 18 of 18 | | 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](): Lower is better; unit: SCALAR. - [SSIM](): Higher is better; unit: PERCENT. - [MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | MSE | Result date | Report paper | | --- | --- | --- | --- | | IG-FWI | 0.1602 | Not recorded | 69c36be60636e5bf4afc631f | | IG-FWI | 0.1654 | Not recorded | 69c36be60636e5bf4afc631f | | LR-FWI | 0.2064 | Not recorded | 69c36be60636e5bf4afc631f | | WinFWI | 0.2401 | Not recorded | 69c36be60636e5bf4afc631f | | LR-FWI | 0.2641 | Not recorded | 69c36be60636e5bf4afc631f | | IFWI | 0.2857 | Not recorded | 69c36be60636e5bf4afc631f | | MS-FWI | 0.2867 | Not recorded | 69c36be60636e5bf4afc631f | | WinFWI | 0.3239 | Not recorded | 69c36be60636e5bf4afc631f | | MS-FWI | 0.3325 | Not recorded | 69c36be60636e5bf4afc631f | | WECI-FWI | 0.3337 | Not recorded | 69c36be60636e5bf4afc631f | | MPE-FWI | 0.3338 | Not recorded | 69c36be60636e5bf4afc631f | | WECI-FWI | 0.3338 | Not recorded | 69c36be60636e5bf4afc631f | | MPE-FWI | 0.3338 | Not recorded | 69c36be60636e5bf4afc631f | | IFWI | 0.3483 | Not recorded | 69c36be60636e5bf4afc631f | | ADFWI-TV | 0.3547 | Not recorded | 69c36be60636e5bf4afc631f | | ADFWI-TV | 0.3741 | Not recorded | 69c36be60636e5bf4afc631f | | ADFWI | 0.473 | Not recorded | 69c36be60636e5bf4afc631f | | ADFWI | 0.4831 | Not recorded | 69c36be60636e5bf4afc631f | ### IG-FWI MSE: 0.1602. Result ID: 69c3d9f447f34ce924ad248c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IG-FWI MSE: 0.1654. Result ID: 69c3d9f347f34ce924ad240e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (s)":"1.91","Params (K)":"39.34","Memory (GB)":"17.41"}. This record does not assert independent reproduction. ### LR-FWI MSE: 0.2064. Result ID: 69c3d9f447f34ce924ad248a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WinFWI MSE: 0.2401. Result ID: 69c3d9f447f34ce924ad2489. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LR-FWI MSE: 0.2641. Result ID: 69c3d9f347f34ce924ad240c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (s)":"1.92","Params (K)":"77.91","Memory (GB)":"17.10"}. This record does not assert independent reproduction. ### IFWI MSE: 0.2857. Result ID: 69c3d9f447f34ce924ad2488. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS-FWI MSE: 0.2867. Result ID: 69c3d9f447f34ce924ad2487. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WinFWI MSE: 0.3239. Result ID: 69c3d9f347f34ce924ad240b. [Reporting paper]() Recorded evaluation configuration: {"Time (s)":"1.90","Params (K)":"60.63","Memory (GB)":"18.20"}. This record does not assert independent reproduction. ### MS-FWI MSE: 0.3325. Result ID: 69c3d9f347f34ce924ad2409. [Reporting paper]() Recorded evaluation configuration: {"Time (s)":"2.25","Params (K)":"94.00","Memory (GB)":"17.09"}. This record does not assert independent reproduction. ### WECI-FWI MSE: 0.3337. Result ID: 69c3d9f347f34ce924ad2408. [Reporting paper]() Recorded evaluation configuration: {"Time (s)":"3.12","Params (K)":"94.00","Memory (GB)":"17.56"}. This record does not assert independent reproduction. ### MPE-FWI MSE: 0.3338. Result ID: 69c3d9f347f34ce924ad240d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (s)":"1.91","Params (K)":"14.26","Memory (GB)":"17.25"}. This record does not assert independent reproduction. ### WECI-FWI MSE: 0.3338. Result ID: 69c3d9f447f34ce924ad2486. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MPE-FWI MSE: 0.3338. Result ID: 69c3d9f447f34ce924ad248b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IFWI MSE: 0.3483. Result ID: 69c3d9f347f34ce924ad240a. [Reporting paper]() Recorded evaluation configuration: {"Time (s)":"1.88","Params (K)":"50.05","Memory (GB)":"17.48"}. This record does not assert independent reproduction. ### ADFWI-TV MSE: 0.3547. Result ID: 69c3d9f347f34ce924ad2407. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (s)":"1.92","Params (K)":"94.00","Memory (GB)":"17.09"}. This record does not assert independent reproduction. ### ADFWI-TV MSE: 0.3741. Result ID: 69c3d9f447f34ce924ad2485. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ADFWI MSE: 0.473. Result ID: 69c3d9f347f34ce924ad2406. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (s)":"1.89","Params (K)":"94.00","Memory (GB)":"17.09"}. This record does not assert independent reproduction. ### ADFWI MSE: 0.4831. Result ID: 69c3d9f447f34ce924ad2484. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.