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Benchmarks
3D Gaussian Splatting Training on Mip-NeRF 360 Bicycle scene (train)
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285
Total Time (s)
VkSplat
241.04
537.77
834.5
1,131.23
Apr 30, 2026
Total Time (s)
Total VRAM (GiB)
Projection Forward Time
Tiling/Sorting Time
Rasterization Forward Time
Loss
Rasterization Backward Time
Projection Backward + Optimization Time
Densification Time
Unaccounted Time
Updated 1mo ago
Evaluation Results
Method
Method
Links
Total Time (s)
Total VRAM (GiB)
Projection Forward Time
Tiling/Sorting Time
Rasterization Forward Time
Loss
Rasterization Backward Time
Projection Backward + Optimization Time
Densification Time
Unaccounted Time
VkSplat
Densification Strategy...
2026.04
285
0.93
8
27
25
32
120
46
3
23
VkSplat
Densification Strategy...
2026.04
412
3.01
19
25
25
32
130
131
5
43
GSplat
Densification Strategy...
2026.04
995
1.37
40
41
71
110
268
33
61
200
GSplat
Densification Strategy...
2026.04
1,384
4.56
94
42
69
103
246
61
31
341
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