ResearchBenchmarksRobust Steganography on Qwen2.5-7B (test)Robust Steganography on Qwen2.5-7B (test)Follow71.533Encoding Throughput (Token/s)STEAD16.5336430.8123245.09159.36968Mar 6, 2026Evaluation resultsMethodMethodLinksEncoding Throughput (Token/s)Encoding Throughput (Bit/s)Decoding Throughput (Bit/s)Payload Capacity (Bit/Token)Entropy Utilization (%)EntropyPerplexity (PPL)STEADModel=Qwen2.5-7B, Edit...Model=Qwen2.5-7B, Edit error rate=0.152026.0371.5332.63850.48890.03690.725.063240.1805AlkaidModel=Qwen2.5-7B, Edit...Model=Qwen2.5-7B, Edit error rate=0.152026.0333.02036.72366.70110.204518.471.14932.4458ARSModel=Qwen2.5-7B, Edit...Model=Qwen2.5-7B, Edit error rate=0.152026.0318.6490.257106.0870.01360.711.651.126