Autoregressive Super-Resolution (32 to 256) on KF256 (test)
0.35RL2DM-UNO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DM-UNOInput Resolution=32x32, Target Resolution=256x256, Size (NO + Decoder)=26.83M + 6.63M, Inference Time per Frame (s)=0.376 ± 0.0082026.04 | 0.35 | 64 | 9.22 | |
| DM-FNOInput Resolution=32x32, Target Resolution=256x256, Size (NO + Decoder)=27.10M + 6.63M, Inference Time per Frame (s)=0.377 ± 0.0082026.04 | 0.34 | 64 | 8.79 | |
| UNOInput Resolution=32x32, Target Resolution=256x2562026.04 | 0.23 | 66 | 1.74 | |
| MENO-FNOInput Resolution=32x32, Target Resolution=256x256, Size (NO + Decoder)=27.10M + 6.63M, Inference Time per Frame (s)=0.030 ± 0.0042026.04 | 0.21 | 76 | 8.62 | |
| MENO-UNOInput Resolution=32x32, Target Resolution=256x256, Size (NO + Decoder)=26.83M + 6.63M, Inference Time per Frame (s)=0.030 ± 0.0042026.04 | 0.21 | 76 | 9.06 | |
| FNOInput Resolution=32x32, Target Resolution=256x2562026.04 | 0.19 | 73 | 1.22 |