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Benchmarks
SLAM Efficiency Analysis on Waymo Avg. ≈200 frames
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1.87
Runtime (min)
OnTheFly-NVS
0.3328
10.7089
21.085
31.4611
Jun 29, 2026
Runtime (min)
Peak VRAM (GB)
Number of Gaussians
Map Storage (MB)
Updated 25d ago
Evaluation Results
Method
Method
Links
Runtime (min)
Peak VRAM (GB)
Number of Gaussians
Map Storage (MB)
OnTheFly-NVS
2026.06
1.87
8.3
528
124
KiloGS-SLAM
2026.06
4.52
8.6
180
37.3
GigaSLAM
restricted iterations=...
2026.06
4.67
21.8
365
75.6
Vings-Mono
2026.06
9.77
3.5
1.1
262
S3PO-GS
2026.06
31.1
12.8
320
50.1
OpenGS-SLAM
2026.06
33.6
15.2
306
48.6
Splat-SLAM
2026.06
40.3
16.4
420
96.2
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