Super-Resolution on BurstSR
11.6Inference Time (ms)BurstM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BurstMParams (M)=14.9, Memory (GB)=8.4, SR scale=x4, Frame size=80x80, Hardware=NVIDIA RTX3090 24GB, Transformer-based=false2024.09 | 11.6 | 49.12 | |
| BIPNetParams (M)=6.7, Memory (GB)=11.8, SR scale=x4, Frame size=80x80, Hardware=NVIDIA RTX3090 24GB, Transformer-based=false2024.09 | 20.8 | 48.49 | |
| BurstormerParams (M)=2.5, Memory (GB)=12.0, SR scale=x4, Frame size=80x80, Hardware=NVIDIA RTX3090 24GB, Transformer-based=true2024.09 | 20.8 | 48.82 | |
| BSRT-SParams (M)=4.92, Memory (GB)=1.0, SR scale=x4, Frame size=80x80, Hardware=NVIDIA RTX3090 24GB, Transformer-based=true2024.09 | 148 | 48.48 | |
| BSRT-LParams (M)=20.71, Memory (GB)=1.5, SR scale=x4, Frame size=80x80, Hardware=NVIDIA RTX3090 24GB, Transformer-based=true2024.09 | 266.1 | 48.57 |