Point Cloud Compression on Sparse (test)
9.11Bits Per Point (bpp)Ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OursEnc Time (s)=2.84, Dec Time (s)=0.46, Total Parameters (M)=68.392025.10 | 9.11 | -11.93 | |
| Ours-UEnc Time (s)=2.84, Dec Time (s)=0.46, Total Parameters (M)=9.772025.10 | 9.26 | -10.75 | |
| GPCCEnc Time (s)=3.8, Dec Time (s)=2.72025.10 | 9.35 | 0 | |
| Unicorn2025.10 | 9.42 | — | |
| RENOEnc Time (s)=0.22, Dec Time (s)=0.23, Total Parameters (M)=9.032025.10 | 9.64 | 2.96 | |
| SparsePCGCEnc Time (s)=2.6, Dec Time (s)=2.2, Total Parameters (M)=26.432025.10 | 9.98 | 2.07 | |
| TopNetEnc Time (s)=8.7, Dec Time (s)=1740, Total Parameters (M)=23.592025.10 | 10.02 | -4.04 | |
| OctAttentionEnc Time (s)=7.7, Dec Time (s)=1324, Total Parameters (M)=29.612025.10 | 10.4 | 1.32 |