Point Cloud Compression
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
4.78Bitrate (Bpp)
24
Feb 26, 2026
-77.7BD-Rate (1-PCQM)
21
Feb 26, 2026
19.4Encoding Time (ms)
15
Mar 27, 2026
0.82Loot x300 Quality Score
15
Mar 10, 2026
2.61Bitrate (Bpp)
15
Feb 26, 2026
1.03Phil x245
14
Mar 10, 2026
4.65Bitrate (Bpp)
10
Feb 26, 2026
-41.3BD-Rate (D1 PSNR)
9
May 19, 2026
-95.59BD-BR (D1)
8
Mar 30, 2026
-11.32BD-BR D1 (%)
8
Mar 30, 2026
9.11Bits Per Point (bpp)
8
Mar 10, 2026
5.27Bitrate (bpp)
8
Mar 10, 2026
8.4bpp
8
Mar 10, 2026
1.83BPP
8
Mar 10, 2026
1.58Bitrate (bpp)
8
Mar 10, 2026
0.47BPP
8
Mar 10, 2026
0.67BPP (bpp)
8
Mar 10, 2026
0.54Bitrate (bpp)
8
Mar 10, 2026
-92.9BD-Rate D1
8
Feb 26, 2026
0.046Encoding Time (s)
8
Mar 10, 2026
3.08Bitrate (bpp)
7
Mar 10, 2026
4.67Bitrate (bpp)
7
Mar 10, 2026
3.5Bitrate (bpp)
7
Mar 10, 2026
10.66Bits Per Point (bpp)
7
Mar 10, 2026
7.06Bitrate (bpp)
7
Mar 10, 2026