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Point Cloud Classification on hls4ml
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81.42
Accuracy
1-layer-ParT
73.932
75.876
77.82
79.764
Oct 24, 2025
Accuracy
Avg Rejection Rate
Updated 15d ago
Evaluation Results
Method
Method
Links
Accuracy
Avg Rejection Rate
1-layer-ParT
Sort=—, FLOPs=8,217,86...
2025.10
81.42
43.16
PointTransformer v3
Sort=kT, FLOPs=767,573...
2025.10
81.37
66.75
Transformer
Sort=—, FLOPs=2,479,91...
2025.10
81.27
42.02
SAL-T
Sort=kT, FLOPs=739,918...
2025.10
81.18
64.53
Transolver
Sort=—, FLOPs=6,430,93...
2025.10
80.13
37.05
PointNet
Sort=kT, FLOPs=78,809,...
2025.10
74.22
21.28
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