Image Steganalysis on BOSSBase 1.01 (test)
10.53Detection Error Rate (PE)WOW
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| WOWFramework=Original, Embedding Payload (bpp)=0.42026.07 | 10.53 | — | — | — | — | |
| S-UNIWARDFramework=Original, Embedding Payload (bpp)=0.42026.07 | 11.39 | — | — | — | — | |
| S-UNIWARDFramework=Ref. [5], Embedding Payload (bpp)=0.42026.07 | 12.45 | — | — | — | — | |
| WOWFramework=Original, Embedding Payload (bpp)=0.32026.07 | 13.61 | — | — | — | — | |
| WOWFramework=Ref. [5], Embedding Payload (bpp)=0.42026.07 | 13.85 | — | — | — | — | |
| WOWFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.42026.07 | 14.19 | — | — | — | — | |
| S-UNIWARDFramework=Original, Embedding Payload (bpp)=0.32026.07 | 15.73 | — | — | — | — | |
| HILLFramework=Original, Embedding Payload (bpp)=0.42026.07 | 15.74 | — | — | — | — | |
| S-UNIWARDFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.42026.07 | 15.88 | — | — | — | — | |
| HILLFramework=Ref. [5], Embedding Payload (bpp)=0.42026.07 | 16.54 | — | — | — | — | |
| WOWFramework=Ref. [5], Embedding Payload (bpp)=0.32026.07 | 16.95 | — | — | — | — | |
| S-UNIWARDFramework=Ref. [5], Embedding Payload (bpp)=0.32026.07 | 17.09 | — | — | — | — | |
| WOWFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.32026.07 | 17.11 | — | — | — | — | |
| WOWFramework=Original, Embedding Payload (bpp)=0.22026.07 | 18 | — | — | — | — | |
| S-UNIWARDFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.32026.07 | 20.33 | — | — | — | — | |
| HILLFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.42026.07 | 20.36 | — | — | — | — | |
| HILLFramework=Original, Embedding Payload (bpp)=0.32026.07 | 20.63 | — | — | — | — | |
| S-UNIWARDFramework=Original, Embedding Payload (bpp)=0.22026.07 | 21.69 | — | — | — | — | |
| WOWFramework=Ref. [5], Embedding Payload (bpp)=0.22026.07 | 21.8 | — | — | — | — | |
| HILLFramework=Ref. [5], Embedding Payload (bpp)=0.32026.07 | 22.41 | — | — | — | — | |
| WOWFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.22026.07 | 22.49 | — | — | — | — | |
| S-UNIWARDFramework=Ref. [5], Embedding Payload (bpp)=0.22026.07 | 23.09 | — | — | — | — | |
| HILLFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.32026.07 | 24.33 | — | — | — | — | |
| S-UNIWARDFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.22026.07 | 25.88 | — | — | — | — | |
| HILLFramework=Original, Embedding Payload (bpp)=0.22026.07 | 25.96 | — | — | — | — | |
| WOWFramework=Original, Embedding Payload (bpp)=0.12026.07 | 26.4 | — | — | — | — | |
| HILLFramework=Ref. [5], Embedding Payload (bpp)=0.22026.07 | 27 | — | — | — | — | |
| WOWFramework=Ref. [5], Embedding Payload (bpp)=0.12026.07 | 29.11 | — | — | — | — | |
| HILLFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.22026.07 | 30.64 | — | — | — | — | |
| WOWFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.12026.07 | 31.86 | — | — | — | — | |
| S-UNIWARDFramework=Original, Embedding Payload (bpp)=0.12026.07 | 32.45 | — | — | — | — | |
| S-UNIWARDFramework=Ref. [5], Embedding Payload (bpp)=0.12026.07 | 33.76 | — | — | — | — | |
| HILLFramework=Original, Embedding Payload (bpp)=0.12026.07 | 34.49 | — | — | — | — | |
| HILLFramework=Ref. [5], Embedding Payload (bpp)=0.12026.07 | 35.59 | — | — | — | — | |
| S-UNIWARDFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.12026.07 | 36.08 | — | — | — | — | |
| HILLFramework=Ours (SE-RAG), Embedding Payload (bpp)=0.12026.07 | 38.78 | — | — | — | — | |
| HILLSteganalyzer=SRNet, Image Resolution=256x2562025.12 | — | 34.49 | 25.96 | 20.63 | 15.74 | |
| HILL-evolvedSteganalyzer=SRNet, Image Resolution=256x2562025.12 | — | 35.59 | 27 | 22.41 | 16.54 | |
| SUNIWARDSteganalyzer=SRNet, Image Resolution=256x2562025.12 | — | 32.45 | 21.69 | 15.73 | 11.39 | |
| SUNIWARD-evolvedSteganalyzer=SRNet, Image Resolution=256x2562025.12 | — | 33.76 | 23.09 | 17.09 | 12.45 | |
| WOWSteganalyzer=SRNet, Image Resolution=256x2562025.12 | — | 26.4 | 18 | 13.61 | 10.53 | |
| WOW-evolvedSteganalyzer=SRNet, Image Resolution=256x2562025.12 | — | 29.11 | 21.8 | 16.95 | 13.85 |