Spectral reconstruction on ODIS simulation
38.52PSNRPDAUN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PDAUNType=Deep Unfolding, Params (M)=6.790, GFLOPs=64.22, Stages=52026.03 | 38.52 | 97.99 | 6.86 | |
| In2SETType=Deep Unfolding, Params (M)=5.431, GFLOPs=34.77, Stages=52026.03 | 37.98 | 97.76 | 7.23 | |
| DAUHSTType=Deep Unfolding, Params (M)=3.437, GFLOPs=39.39, Stages=52026.03 | 37.69 | 97.53 | 7.55 | |
| MSTType=Transformer, Params (M)=3.665, GFLOPs=16.742026.03 | 36.41 | 96.97 | 8.49 | |
| TSA-NetType=E2E, Params (M)=44.252, GFLOPs=135.212026.03 | 35.88 | 96.61 | 7.89 | |
| CSTType=Transformer, Params (M)=1.360, GFLOPs=16.162026.03 | 35.23 | 96.31 | 9.04 | |
| SPECATType=Transformer, Params (M)=0.286, GFLOPs=11.452026.03 | 35.17 | 95.92 | 10.27 | |
| HDNetType=E2E, Params (M)=2.368, GFLOPs=154.792026.03 | 34.62 | 95.93 | 8.86 | |
| SIFDBType=Iterative2026.03 | 28.04 | 77.14 | 19.45 |