Low-Light Image Enhancement on VILNC-Indoor 1.0 (test)
24.634PSNRTPCNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TPCNetParams/M=2.62, FLOPs/G=8.76, Input Resolution=256x2562025.11 | 24.634 | 0.785 | 0.194 | |
| RetinexformerParams/M=1.61, FLOPs/G=15.57, Input Resolution=256x2562025.11 | 23.735 | 0.782 | 0.295 | |
| HVI-CIDNetParams/M=1.88, FLOPs/G=7.57, Input Resolution=256x2562025.11 | 23.656 | 0.785 | 0.303 | |
| LLFormerParams/M=24.55, FLOPs/G=22.52, Input Resolution=256x2562025.11 | 23.593 | 0.769 | 0.313 | |
| RQ-LLIEParams/M=13.48, FLOPs/G=216.78, Input Resolution=256x2562025.11 | 23.54 | 0.791 | 0.288 | |
| SMGParams/M=17.8, FLOPs/G=42.93, Input Resolution=256x2562025.11 | 23.44 | 0.688 | 0.212 | |
| SNR-NetParams/M=4.01, FLOPs/G=26.35, Input Resolution=256x2562025.11 | 23.367 | 0.765 | 0.202 | |
| EnlightenGANParams/M=114.35, FLOPs/G=61.01, Input Resolution=256x2562025.11 | 18.976 | 0.615 | 0.354 | |
| LANetParams/M=0.58, FLOPs/G=43.23, Input Resolution=256x2562025.11 | 18.41 | 0.734 | 0.484 | |
| RetinexNetParams/M=0.84, FLOPs/G=584.47, Input Resolution=256x2562025.11 | 16.573 | 0.456 | 0.547 | |
| ZeroDCE++Params/M=0.01, FLOPs/G=0.61, Input Resolution=256x2562025.11 | 15.992 | 0.434 | 0.579 | |
| ZERO-IGParams/M=0.087, FLOPs/G=11.37, Input Resolution=256x2562025.11 | 12.002 | 0.595 | 0.504 | |
| QuadPriorParams/M=1252.75, FLOPs/G=1103.2, Input Resolution=256x2562025.11 | 11.293 | 0.552 | 0.487 | |
| KinDParams/M=8.02, FLOPs/G=34.99, Input Resolution=256x2562025.11 | 9.453 | 0.583 | 0.411 | |
| PairLIEParams/M=0.33, FLOPs/G=20.81, Input Resolution=256x2562025.11 | 9.255 | 0.57 | 0.681 | |
| RUASParams/M=0.003, FLOPs/G=0.83, Input Resolution=256x2562025.11 | 8.836 | 0.57 | 0.735 |