Semantic Segmentation on SkyScapes (mPA, mIoU)
55.38mPASSeg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSegSparse Points=300, Time per Image (s)=12.38 (±1.7)2025.10 | 55.38 | 43.91 | |
| D+NNSparse Points=300, Time per Image (s)=3.04 (±0.1)2025.10 | 54.14 | 40.44 | |
| PLAS-Ens.Sparse Points=300, Time per Image (s)=3.92 (±0.8)2025.10 | 52.12 | 41.67 | |
| SSeg-SAM2OnlySparse Points=300, Time per Image (s)=10.67 (±1.7)2025.10 | 52.11 | 43 | |
| D+NNSparse Points=25, Time per Image (s)=3.06 (±0.1)2025.10 | 36.03 | 25.23 | |
| SSegSparse Points=25, Time per Image (s)=4.17 (±0.7)2025.10 | 32.46 | 23.68 | |
| PLAS-Ens.Sparse Points=25, Time per Image (s)=3.65 (±0.7)2025.10 | 29.27 | 20.54 | |
| SSeg-SAM2OnlySparse Points=25, Time per Image (s)=2.83 (±0.7)2025.10 | 23.56 | 21.21 |