Hyperspectral Image Reconstruction on NTIRE 2022 (test)
0.0086RMSEPGU-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PGU-Net2026.06 | 0.0086 | — | 41.35 | — | 99.26 | |
| SSR2026.06 | 0.011 | — | 39.16 | — | 99.21 | |
| R2H-DiffParams (M)=0.58 (↓64%), FLOPS (G)=12.25 (↓47%)2026.05 | 0.0224 | 16.87 | 35.37 | 5.3639 | — | |
| MST++2026.06 | 0.0247 | — | 34.32 | — | 98.05 | |
| MST++Params (M)=1.62, FLOPS (G)=23.052026.05 | 0.0248 | 16.45 | 34.32 | 4.8793 | — | |
| MIRNetParams (M)=3.75, FLOPS (G)=42.952026.05 | 0.0274 | 18.9 | 33.29 | 5.408 | — | |
| RestormerParams (M)=15.11, FLOPS (G)=93.772026.05 | 0.0274 | 18.33 | 33.4 | 5.6281 | — | |
| HDNetParams (M)=2.66, FLOPS (G)=173.812026.05 | 0.0317 | 20.48 | 32.13 | 5.764 | — | |
| AWAN2026.06 | 0.0317 | — | 32.12 | — | 96.46 | |
| EDSRParams (M)=2.42, FLOPS (G)=158.322026.05 | 0.0437 | 32.77 | 28.29 | 5.6321 | — | |
| HSCNN+Params (M)=4.65, FLOPS (G)=304.452026.05 | 0.0588 | 38.14 | 26.36 | 6.2228 | — | |
| HSCNN+2026.06 | 0.0588 | — | 26.36 | — | 94.38 |