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Benchmarks
3D Reconstruction on Mip-NeRF 360 (aggregated across scenes)
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0.923
SSIM (Poisoned vs Render)
PatchPoison
0.74516
0.79133
0.8375
0.88367
Apr 14, 2026
SSIM (Poisoned vs Render)
PSNR (Poisoned vs Render)
LPIPS (Poisoned vs Render)
SSIM (GT vs Poisoned)
PSNR (GT vs Poisoned)
LPIPS (GT vs Poisoned)
Updated 3d ago
Evaluation Results
Method
Method
Links
SSIM (Poisoned vs Render)
PSNR (Poisoned vs Render)
LPIPS (Poisoned vs Render)
SSIM (GT vs Poisoned)
PSNR (GT vs Poisoned)
LPIPS (GT vs Poisoned)
PatchPoison
Patch size=2%
2026.04
0.923
30.57
0.119
0.982
36.37
0.008
PatchPoison
Patch size=6%
2026.04
0.878
25.75
0.164
0.979
27.44
0.014
PatchPoison
Patch size=12.5%
2026.04
0.876
21.5
0.161
0.961
21.1
0.034
PatchPoison
Patch size=25%
2026.04
0.752
15.58
0.309
0.893
15.07
0.11
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