Super-Resolution on Set5 (val)
32.16PSNRSRResNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SRResNetBody (w/a bits)=32/32, H/T (w/a bits)=32/32, Factor=-, Params (K)=1,515 (0%), Ops (G)=90.1 (0%), Hardware path=ZCU104 PS, ARM Cortex-A532026.05 | 32.16 | 4.54 | 23 | 0.22 | |
| QuantSR+Body (w/a bits)=4/4, H/T (w/a bits)=32/32, Factor=c, Params (K)=303 (↓ 80.0%), Ops (G)=20.2 (↓ 77.5%), Hardware path=Body on PL + Head/Tail on PS2026.05 | 32.13 | 2.15 | 21 | 0.47 | |
| QuantSR+Body (w/a bits)=4/4, H/T (w/a bits)=8/8, Factor=c, Params (K)=248 (↓ 83.6%), Ops (G)=15.0 (↓ 83.4%), Hardware path=Body on PL + Head/Tail on PL2026.05 | 32.02 | 33 | 6.2 | 30.3 | |
| ODMBody (w/a bits)=4/4, H/T (w/a bits)=32/32, Factor=l, Params (K)=303 (↓ 80.0%), Ops (G)=20.2 (↓ 77.5%), Hardware path=Body on PL + Head/Tail on PS2026.05 | 32 | 2.15 | 21 | 0.47 | |
| QuantSRBody (w/a bits)=4/4, H/T (w/a bits)=32/32, Factor=c, Params (K)=303 (↓ 80.0%), Ops (G)=20.2 (↓ 77.5%), Hardware path=Body on PL + Head/Tail on PS2026.05 | 32 | 2.15 | 21 | 0.47 | |
| QuantSR+Body (w/a bits)=2/2, H/T (w/a bits)=32/32, Factor=c, Params (K)=161 (↓ 89.4%), Ops (G)=10.9 (↓ 87.9%), Hardware path=Body on PL + Head/Tail on PS2026.05 | 31.89 | 2.13 | 21 | 0.47 | |
| ODMBody (w/a bits)=2/2, H/T (w/a bits)=32/32, Factor=l, Params (K)=161 (↓ 89.4%), Ops (G)=10.9 (↓ 87.9%), Hardware path=Body on PL + Head/Tail on PS2026.05 | 31.81 | 2.13 | 21 | 0.47 | |
| QuantSR+Body (w/a bits)=2/2, H/T (w/a bits)=8/8, Factor=c, Params (K)=108 (↓ 92.9%), Ops (G)=5.8 (↓ 93.7%), Hardware path=Body on PL + Head/Tail on PL2026.05 | 31.76 | 24 | 8.5 | 41.7 | |
| QuantSRBody (w/a bits)=2/2, H/T (w/a bits)=32/32, Factor=c, Params (K)=161 (↓ 89.4%), Ops (G)=10.9 (↓ 87.9%), Hardware path=Body on PL + Head/Tail on PS2026.05 | 31.3 | 2.13 | 21 | 0.47 |