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Point cloud downsampling research benchmarks · SOTA2 Research

Point cloud downsampling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Paris-CARLA target compression ratio ≈1%

130Ratio

4

Feb 26, 2026

ETH3D target compression ratio ≈1%

0.014Compression Ratio

4

Feb 26, 2026

Toronto-3D target compression ratio ≈1%

590Retention Ratio

4

Feb 26, 2026

Popular datasets

ETH3D Toronto-3D Paris-CARLA

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