FMD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Material Classification | FMD (test) | Mean Accuracy100 | 52 | |
| Image Denoising | FMD raw (test) | PSNR39.69 | 45 | |
| Texture Classification | FMD (Flickr Material Database) | Accuracy95.2 | 23 | |
| Image Denoising | FMD Confocal Fish 43 (view 19) | PSNR32.79 | 14 | |
| Image Denoising | FMD | PSNR32.97 | 8 | |
| Real noise removal | FMD 2 (test) | PSNR32.97 | 7 | |
| Image Denoising | FMD Confocal MICE (test) | PSNR (dB)36.73 | 4 | |
| Cattle Disease Detection | FMD (Foot and Mouth Disease) | Accuracy91.1 | 2 | |
| Image Denoising | FMD (test) | LPIPS0.035 | 2 |
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