HSI Super-Resolution on Chikusei
42.48MPSNRGaussianHSI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GaussianHSIScale=×22026.04 | 42.48 | 97.3 | 0.044 | |
| MSDformerScale=×22026.04 | 42.25 | 97 | 0.047 | |
| MCNetScale=×22026.04 | 42.23 | 96.8 | 0.049 | |
| SQformerScale=×22026.04 | 42.16 | 96.9 | 0.048 | |
| HSRMambaScale=×22026.04 | 42.13 | 96.8 | 0.05 | |
| HDLScale=×22026.04 | 41.56 | 96.5 | 0.051 | |
| ESSAformerScale=×22026.04 | 40.86 | 96 | 0.056 | |
| GaussianHSIScale=×42026.04 | 36.7 | 90.7 | 0.062 | |
| MSDformerScale=×42026.04 | 36.53 | 90.1 | 0.063 | |
| SQformerScale=×42026.04 | 36.48 | 90.4 | 0.065 | |
| MCNetScale=×42026.04 | 36.33 | 89.6 | 0.072 | |
| GELINScale=×42026.04 | 36.07 | 88.7 | 0.082 | |
| HDLScale=×42026.04 | 35.86 | 89.2 | 0.076 | |
| HSRMambaScale=×42026.04 | 35.53 | 87.8 | 0.085 | |
| ESSAformerScale=×42026.04 | 35.47 | 87.4 | 0.079 | |
| SHAREDownsample Rate=x22026.01 | 32.64 | 82.2 | 4.18 | |
| GaussianHSIScale=×82026.04 | 32.61 | 81.4 | 0.1 | |
| MSDformerScale=×82026.04 | 32.56 | 81.1 | 0.1 | |
| GELINScale=×82026.04 | 32.51 | 80.5 | 0.111 | |
| MCNetScale=×82026.04 | 32.5 | 81 | 0.106 | |
| HSRMambaScale=×82026.04 | 32.44 | 80.3 | 0.105 | |
| SQformerScale=×82026.04 | 32.42 | 80.1 | 0.109 | |
| HDLScale=×82026.04 | 32.18 | 79.9 | 0.11 | |
| ESSAformerScale=×82026.04 | 32.1 | 79.5 | 0.115 | |
| BicubicScale=×22026.04 | 30.26 | 59.8 | 0.306 | |
| BicubicScale=×42026.04 | 29.33 | 59.2 | 0.312 | |
| SSDLDownsample Rate=x22026.01 | 29.25 | 75.7 | 4.82 | |
| PnP-DIPDownsample Rate=x22026.01 | 28.85 | 74.1 | 5.28 | |
| DHPDownsample Rate=x22026.01 | 28.52 | 69.2 | 6.36 | |
| BicubicScale=×82026.04 | 28.2 | 58.2 | 0.32 | |
| MCDownsample Rate=x22026.01 | 28.16 | 59.1 | 9 | |
| BicubicDownsample Rate=x22026.01 | 20.03 | 11 | 23.49 |