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Benchmarks
Point Cloud Recovery on SHOT (full)
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9.3
Doll Error
Ours
9.18
9.99
10.8
11.61
Mar 1, 2026
Doll Error
Duck Error
Frog Error
Mario Error
PeterRabbit Error
Squirrel Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Doll Error
Duck Error
Frog Error
Mario Error
PeterRabbit Error
Squirrel Error
Ours
Sampling Rate (SR)=0.2
2026.03
9.3
5.3
5
8
6.8
7.3
WIRE
Sampling Rate (SR)=0.2
2026.03
10.6
6
5.3
8.6
6.8
8.3
FINER
Sampling Rate (SR)=0.2
2026.03
11
5.9
5.4
8.8
7.3
8.3
SIREN
Sampling Rate (SR)=0.2
2026.03
11.1
6.2
5.7
8.9
7.4
8.5
PEMLP
Sampling Rate (SR)=0.2
2026.03
11.2
6.4
5.8
9.1
8.1
8.4
LRTFR
Sampling Rate (SR)=0.2
2026.03
11.4
6.1
6.1
9.5
8.2
9.4
Gauss
Sampling Rate (SR)=0.2
2026.03
12.3
6.4
6
9.2
7.8
8.5
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