Lena
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Representation | Lena | CPU Time (s)0.022 | 42 | |
| Image Reconstruction | Lena | PSNR33.31 | 38 | |
| Image Mesh Representation | Lena | PSNR35.39 | 24 | |
| Image Denoising | Lena (test) | PSNR38.87 | 21 | |
| Image Denoising | Lena | PSNR (dB)27.97 | 15 | |
| Lossy Image Compression | Lena 1.0 (test) | Compressed Size (kB)162 | 6 | |
| Image Inpainting | Lena 80% missing pixels, sigma_e = 0 (test) | PSNR32.41 | 5 | |
| V-filtration computation | Lena 256 x 256 | Execution Time (s)0.01 | 5 | |
| Image Compression | Lena | Compression Ratio (Cr)5.35 | 5 | |
| Image Encryption | Lena | NPCR (%)100 | 5 | |
| Image Inpainting | Lena | PSNR29.8 | 4 | |
| Correlation Coefficient Analysis | Lena grayscale (test) | Horizontal Correlation (Original)0.9519 | 2 |
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