Image Steganalysis on ALASKA2 QF90 (J-UNIWARD) (test)
84.72Accuracy (0.2 bpc)PENet+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PENet+Activation=PReLU, Din=1344, Params (M)=9.98, FLOPs (G)=2.932026.06 | 84.72 | 93.56 | |
| PENet+Activation=LeakyReLU, Din=1344, Params (M)=9.98, FLOPs (G)=2.932026.06 | 83.29 | 88 | |
| PENet+Activation=PReLU, Din=672, Params (M)=8.80, FLOPs (G)=2.122026.06 | 80.53 | 90.4 | |
| PENet+Activation=LeakyReLU, Din=672, Params (M)=8.80, FLOPs (G)=2.122026.06 | 79.83 | 90.4 | |
| PENet+Activation=SiLU (Swish), Din=672, Params (M)=8.80, FLOPs (G)=2.122026.06 | 79.65 | 91.06 | |
| PENet+Activation=ReLU6, Din=1344, Params (M)=9.98, FLOPs (G)=2.932026.06 | 78.32 | 89.53 | |
| PENet+Activation=ReLU6, Din=672, Params (M)=8.80, FLOPs (G)=2.122026.06 | 75.44 | 89.17 | |
| PENet+Activation=ReLU6, Din=2688, Params (M)=11.86, FLOPs (G)=5.852026.06 | 71.78 | 86.28 | |
| PENet+Activation=PReLU, Din=2688, Params (M)=11.86, FLOPs (G)=5.852026.06 | 71.04 | 85.52 | |
| PENet+Activation=SiLU (Swish), Din=1344, Params (M)=9.98, FLOPs (G)=2.932026.06 | 70.97 | 90.81 | |
| PENet+Activation=SiLU (Swish), Din=2688, Params (M)=11.86, FLOPs (G)=5.852026.06 | 69.3 | 86 | |
| PENet+Activation=LeakyReLU, Din=2688, Params (M)=11.86, FLOPs (G)=5.852026.06 | 68.24 | 85.03 | |
| PENetActivation=ReLU, Din=5376, Params (M)=16.16, FLOPs (G)=67.52026.06 | 57.01 | 77.5 |