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Benchmarks
Dynamic 3D Scene Reconstruction on Real-world fire dataset
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27.46
PSNR (Flame)
Gaussians on Fire
17.8712
20.3606
22.85
25.3394
Nov 27, 2025
PSNR (Flame)
SSIM (Flame)
RMSE (Depth)
LPIPS
PSNR
SSIM
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR (Flame)
SSIM (Flame)
RMSE (Depth)
LPIPS
PSNR
SSIM
Gaussians on Fire
2025.11
27.46
84.69
0.0412
0.0492
33.61
95.04
4DGS (Yang et al.)
2025.11
25.51
80.19
0.2749
0.0392
35.29
96.23
4DGS (Wu et al.)
2025.11
18.24
52.18
0.2655
0.1274
28.24
87.49
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