Image Steganalysis on ALASKA2 QF90 nsF5 (test)
79.14Accuracy (0.2 bpc)PENet+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PENet+Activation=PReLU, Din=2688, Params (M)=11.86, FLOPs (G)=5.852026.06 | 79.14 | 94.81 | |
| PENet+Activation=ReLU6, Din=2688, Params (M)=11.86, FLOPs (G)=5.852026.06 | 78.13 | 94.29 | |
| PENet+Activation=ReLU6, Din=1344, Params (M)=9.98, FLOPs (G)=2.932026.06 | 77.12 | 92.94 | |
| PENet+Activation=SiLU (Swish), Din=2688, Params (M)=11.86, FLOPs (G)=5.852026.06 | 77.08 | 94.15 | |
| PENet+Activation=LeakyReLU, Din=1344, Params (M)=9.98, FLOPs (G)=2.932026.06 | 76.65 | 91.74 | |
| PENet+Activation=PReLU, Din=672, Params (M)=8.80, FLOPs (G)=2.122026.06 | 76.49 | 90.7 | |
| PENet+Activation=PReLU, Din=1344, Params (M)=9.98, FLOPs (G)=2.932026.06 | 76.01 | 92.35 | |
| PENet+Activation=SiLU (Swish), Din=1344, Params (M)=9.98, FLOPs (G)=2.932026.06 | 75.45 | 93.24 | |
| PENet+Activation=LeakyReLU, Din=2688, Params (M)=11.86, FLOPs (G)=5.852026.06 | 74.83 | 94.39 | |
| PENetActivation=ReLU, Din=5376, Params (M)=16.16, FLOPs (G)=67.52026.06 | 74.47 | 93.11 | |
| PENet+Activation=SiLU (Swish), Din=672, Params (M)=8.80, FLOPs (G)=2.122026.06 | 73.47 | 90.48 | |
| PENet+Activation=ReLU6, Din=672, Params (M)=8.80, FLOPs (G)=2.122026.06 | 73.38 | 89.76 | |
| PENet+Activation=LeakyReLU, Din=672, Params (M)=8.80, FLOPs (G)=2.122026.06 | 73.15 | 91.8 |