Multimodal Watermarking on MS-COCO 17
3.01PPLNW
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NWModel=Qwen2026.01 | 3.01 | — | — | 7.34 | |
| VISA-MModel=Qwen2026.01 | 3.02 | 84.21 | 94.31 | 7.1 | |
| VLAModel=Qwen2026.01 | 3.08 | 78.44 | 93.57 | 7.48 | |
| KGWModel=Qwen2026.01 | 3.11 | 80.71 | 93.67 | 7.12 | |
| DiPModel=Qwen2026.01 | 3.13 | 74.09 | 93.82 | 7.55 | |
| UnbiasedModel=Qwen2026.01 | 3.14 | 73.6 | 93.52 | 7.19 | |
| SWEETModel=Qwen2026.01 | 3.18 | 72.27 | 93.9 | 7.31 | |
| NWModel=LLaVA2026.01 | 5.23 | — | — | 16.81 | |
| VISA-MModel=LLaVA2026.01 | 5.59 | 98.05 | 93.8 | 16.15 | |
| SWEETModel=LLaVA2026.01 | 5.69 | 96.1 | 92.65 | 20.05 | |
| DiPModel=LLaVA2026.01 | 5.7 | 74.44 | 93.72 | 17.53 | |
| UnbiasedModel=LLaVA2026.01 | 5.7 | 74.41 | 93.78 | 17.15 | |
| KGWModel=LLaVA2026.01 | 5.79 | 95.57 | 92.66 | 16.98 | |
| VLAModel=LLaVA2026.01 | 5.81 | 88.22 | 92.58 | 16.68 |