Instance Segmentation on Mapillary Vistas Dataset (val)
24.9APPANet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PANettest tricks=true2018.03 | 24.9 | 44.7 | |
| UCentermode=Ensemble2018.03 | 23.7 | 43.5 | |
| PANettest tricks=false2018.03 | 23.6 | 43.3 | |
| UCentermode=Single2018.03 | 22.8 | 42.5 | |
| TASCNetFlip=true, MS=false2019.11 | 20.4 | — | |
| TASCNetMulti-scale=true2020.03 | 20.4 | — | |
| TASCNetFlip=false, MS=false2019.11 | 18.5 | — | |
| TASCNetMulti-scale=false2020.03 | 18.5 | — | |
| Panoptic-DeepLabFlip=true, MS=true2019.11 | 17.2 | — | |
| Panoptic-DeepLab (Xception-71)Multi-scale=true, Params=46.7M, M-Adds=31.35T2020.03 | 17.2 | — | |
| Panoptic-DeepLab (HRNet-W48)Multi-scale=false, Params=71.7M, M-Adds=58.47T2020.03 | 17.2 | — | |
| Axial-DeepLab-LMulti-scale=true, Params=44.9M, M-Adds=39.35T2020.03 | 17.2 | — | |
| Panoptic-DeepLab (Auto-XL++)Multi-scale=true, Params=72.2M, M-Adds=60.55T2020.03 | 16.9 | — | |
| Axial-DeepLab-LMulti-scale=false, Params=44.9M, M-Adds=1.55T2020.03 | 16.7 | — | |
| SeamlessFlip=true, MS=true2019.11 | 16.4 | — | |
| SeamlessMulti-scale=false2020.03 | 16.4 | — | |
| Panoptic-DeepLabFlip=true, MS=false2019.11 | 15.2 | — | |
| Panoptic-DeepLabFlip=false, MS=false2019.11 | 14.9 | — | |
| Panoptic-DeepLab (Xception-71)Multi-scale=false, Params=46.7M, M-Adds=1.24T2020.03 | 14.9 | — |