# Thermal Infrared Hyperspectral Image Inpainting on IH-10 b=0.5 (test) Source: [Thermal Infrared Hyperspectral Image Inpainting on IH-10 b=0.5 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-14T09:46:01.176Z Evaluation of Thermal Infrared Hyperspectral Image Inpainting performance on the IH-10 dataset (b=0.5 split), measured using PSNR, SSIM, ERGAS, RMSE, and SAM. 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 | Thermal Infrared Hyperspectral Image Inpainting | | Dataset (including any stated split) | IH-10 b=0.5 (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [PSNR](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: PERCENT. - [ERGAS](): Lower is better; unit: SCALAR. - [RMSE](): Lower is better; unit: SCALAR. - [SAM](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | HAIR | 49.6242 | Not recorded | 6a055729dbc836b87d828da2 | | DIP2d | 46.6349 | Not recorded | 6a055729dbc836b87d828da2 | | MST++ | 43.2806 | Not recorded | 6a055729dbc836b87d828da2 | | E3DTV | 41.6048 | Not recorded | 6a055729dbc836b87d828da2 | | ReSSS | 35.4133 | Not recorded | 6a055729dbc836b87d828da2 | | DIP3d | 34.4997 | Not recorded | 6a055729dbc836b87d828da2 | | SSRT | 29.8485 | Not recorded | 6a055729dbc836b87d828da2 | | SERT | 29.5427 | Not recorded | 6a055729dbc836b87d828da2 | | HLRTF | 28.8741 | Not recorded | 6a055729dbc836b87d828da2 | | NGMeet | 27.4976 | Not recorded | 6a055729dbc836b87d828da2 | | FHyIn | 26.0497 | Not recorded | 6a055729dbc836b87d828da2 | | Noisy | 15.4292 | Not recorded | 6a055729dbc836b87d828da2 | ### HAIR PSNR: 49.6242. Result ID: 6a0599cf47f34ce924ed0a17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5"}. This record does not assert independent reproduction. ### DIP2d PSNR: 46.6349. Result ID: 6a0599cf47f34ce924ed0a11. [Reporting paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Deep Learning Based Models"}. This record does not assert independent reproduction. ### MST++ PSNR: 43.2806. Result ID: 6a0599cf47f34ce924ed0a13. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Deep Learning Based Models"}. This record does not assert independent reproduction. ### E3DTV PSNR: 41.6048. Result ID: 6a0599cf47f34ce924ed0a0d. [Reporting paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Model-based Algorithms"}. This record does not assert independent reproduction. ### ReSSS PSNR: 35.4133. Result ID: 6a0599cf47f34ce924ed0a16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Deep Learning Based Models"}. This record does not assert independent reproduction. ### DIP3d PSNR: 34.4997. Result ID: 6a0599cf47f34ce924ed0a12. [Reporting paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Deep Learning Based Models"}. This record does not assert independent reproduction. ### SSRT PSNR: 29.8485. Result ID: 6a0599cf47f34ce924ed0a14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Deep Learning Based Models"}. This record does not assert independent reproduction. ### SERT PSNR: 29.5427. Result ID: 6a0599cf47f34ce924ed0a15. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Deep Learning Based Models"}. This record does not assert independent reproduction. ### HLRTF PSNR: 28.8741. Result ID: 6a0599cf47f34ce924ed0a10. [Reporting paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Model-based Algorithms"}. This record does not assert independent reproduction. ### NGMeet PSNR: 27.4976. Result ID: 6a0599cf47f34ce924ed0a0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Model-based Algorithms"}. This record does not assert independent reproduction. ### FHyIn PSNR: 26.0497. Result ID: 6a0599cf47f34ce924ed0a0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5","Category":"Model-based Algorithms"}. This record does not assert independent reproduction. ### Noisy PSNR: 15.4292. Result ID: 6a0599cf47f34ce924ed0a0c. [Reporting paper]() Recorded evaluation configuration: {"Missing Level (b)":"0.5"}. 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