Image Watermark Evaluation on SD RW v1.4
0.849PLCCWMVLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WMVLM2026.01 | 0.849 | 0.952 | 99 | |
| Qwen3-VL-8BParameters=8B2026.01 | 0.575 | 0.556 | 1.3 | |
| Claude-Opus-4.52026.01 | 0.257 | 0.259 | 10.7 | |
| Gemini-3-Pro2026.01 | 0.186 | 0.147 | 35.5 | |
| GPT-52026.01 | 0.176 | 0.168 | 52.8 | |
| Gemma-3-4BParameters=4B2026.01 | 0.151 | 0.136 | 28.4 | |
| Gemma-3-12BParameters=12B2026.01 | 0.074 | 0.081 | 12.7 | |
| Gemma-3-27BParameters=27B2026.01 | 0.053 | 0.025 | 40.5 | |
| Qwen3-VL-4BParameters=4B2026.01 | 0.051 | -0.055 | 1.3 | |
| LLaVA-v1.6-13BParameters=13B2026.01 | -0.125 | -0.087 | 0.8 | |
| Qwen3-VL-32BParameters=32B2026.01 | -0.29 | -0.256 | 4.7 | |
| LLaVA-v1.6-7BParameters=7B2026.01 | -0.589 | -0.395 | 0 |