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ResearchFormerly WizWand

Blender and LLFF

Benchmarks

TaskDatasetSOTA resultTrendResults

Digital Watermarking

Blender and LLFF (test)

99.67Bit Accuracy (No Attack)

39

3D Gaussian Splatting Watermarking

Blender and LLFF (test)

99.71Bit Accuracy

24

3D Scene Watermarking

Blender and LLFF 48 bits

98.29Bit Acc

14

3D Scene Watermarking

Blender and LLFF 32 bits

99.04Bit Accuracy

14

3D Scene Watermarking

Blender and LLFF 16 bits

99.64Bit Accuracy

14

Image Quality Assessment

Blender and LLFF views (test)

0.991SSIM

6

3D Watermarking Robustness against Diffusion Attacks

Blender and LLFF (test)

0.678Bit Accuracy (Deterministic)

6