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Benchmarks
3D Semantic Segmentation on ScanNet 19 classes
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52.12
mIoU
EmbodiedSplat (FastSAM + OpenSeg)
25.3088
32.2694
39.23
46.1906
Mar 4, 2026
mIoU
mACC
Updated 1mo ago
Evaluation Results
Method
Method
Links
mIoU
mACC
EmbodiedSplat (FastSAM + OpenSeg)
Inputs=RGB-D, Online /...
2026.03
52.12
75.66
OpenScene
Inputs=Point Cloud, RG...
2026.03
50.71
72.75
EmbodiedSAM
Inputs=RGB-D, Online /...
2026.03
48.11
71.45
EmbodiedSplat (FastSAM + OpenSeg)
Inputs=RGB, Online / O...
2026.03
46.22
70.37
EmbodiedSplat (FastSAM + LSeg)
Inputs=RGB, Online / O...
2026.03
42.23
58.12
EmbodiedSplat (SAM + CLIP)
Inputs=RGB, Online / O...
2026.03
33.12
59.03
Occam’s LGS
Inputs=RGB, Online / O...
2026.03
30.49
57.91
LUDVIG
Inputs=RGB, Online / O...
2026.03
29.34
56.98
Dr. Splat
Inputs=RGB, Online / O...
2026.03
28.38
55.85
CF3
Inputs=RGB, Online / O...
2026.03
26.34
52.43
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