AMPA-Net

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Compressive SensingonSet11 cs=50%
Average PSNR· 2020-10-14
40.32
best: 42.82 (DMP-DUN-Plus (4-step))
SOTA
AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing arXiv:2010.06907
Compressive SensingonBSDS100 - 2x upscaling
Average PSNR· 2020-10-14
35.95
SOTA
AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing arXiv:2010.06907
Compressive SensingonBSD68 CS=50%
Average PSNR· 2020-10-14
36.33
SOTA
AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing arXiv:2010.06907
Compressive SensingonUrban100 - 2x upscaling
Average PSNR· 2020-10-14
35.86
SOTA
AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing arXiv:2010.06907