Panoptic Segmentation on MS-COCO (val)
962PQU3HS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| U3HSAssumptions=none2022.09 | 962 | — | — | 1,320 | 72.84 | |
| DDOSPAssumptions=data, void2022.09 | 930 | — | — | 1,120 | 82.5 | |
| void-supp.Assumptions=data, void2022.09 | 450 | — | — | 600 | 75.9 | |
| void-trainAssumptions=data, void2022.09 | 440 | — | — | 590 | 74.8 | |
| OCFusionBackbone=ResNeXt-101, multi-scale testing=true, deformable convolution=true2019.06 | 46.3 | 53.5 | 35.4 | — | — | |
| OCFusionBackbone=ResNeXt-101, multi-scale testing=false, deformable convolution=true2019.06 | 45.7 | 53.1 | 34.5 | — | — | |
| OCFusionBackbone=ResNet-101, multi-scale testing=true, deformable convolution=false2019.06 | 43.5 | 51.5 | 31.5 | — | — | |
| OCFusionBackbone=ResNet-50, multi-scale testing=true, deformable convolution=true2019.06 | 43.3 | 50 | 33.8 | — | — | |
| UPSNetBackbone=ResNet-50, multi-scale testing=true, deformable convolution=true2019.06 | 43.2 | 49.1 | 34.1 | — | — | |
| OCFusionBackbone=ResNet-101, multi-scale testing=false, deformable convolution=false2019.06 | 43 | 51.1 | 30.7 | — | — | |
| UPSNetBackbone=ResNet-50, multi-scale testing=false, deformable convolution=true2019.06 | 42.5 | 48.5 | 33.4 | — | — | |
| OCFusionBackbone=ResNet-50, multi-scale testing=false, deformable convolution=true2019.06 | 42.5 | 49.1 | 32.5 | — | — | |
| AdaptISBackbone=ResNeXt-101, multi-scale testing=false, deformable convolution=false2019.06 | 42.3 | 49.2 | 31.8 | — | — | |
| OCFusionBackbone=ResNet-50, multi-scale testing=true, deformable convolution=false2019.06 | 41.9 | 49.9 | 29.9 | — | — | |
| OCFusionBackbone=ResNet-50, multi-scale testing=false, deformable convolution=false2019.06 | 41.3 | 49.4 | 29 | — | — | |
| OANetBackbone=ResNet-101, multi-scale testing=false, deformable convolution=false2019.06 | 40.7 | 50 | 26.6 | — | — | |
| Panoptic FPNBackbone=ResNet-101, multi-scale testing=false, deformable convolution=false2019.06 | 40.3 | 47.5 | 29.5 | — | — | |
| EOPSNAssumptions=data, void2022.09 | 40 | — | — | 50 | 80.3 | |
| AUNetBackbone=ResNet-50, multi-scale testing=false, deformable convolution=false2019.06 | 39.6 | 49.1 | 25.2 | — | — | |
| Panoptic FPNBackbone=ResNet-50, multi-scale testing=false, deformable convolution=false2019.06 | 39 | 45.9 | 28.7 | — | — | |
| OANetBackbone=ResNet-50, multi-scale testing=false, deformable convolution=false2019.06 | 39 | 48.3 | 24.9 | — | — | |
| AdaptISBackbone=ResNet-101, multi-scale testing=false, deformable convolution=false2019.06 | 37 | 41.8 | 29.9 | — | — | |
| AdaptISBackbone=ResNet-50, multi-scale testing=false, deformable convolution=false2019.06 | 35.9 | 40.3 | 29.3 | — | — | |
| JSIS-NetBackbone=ResNet-50, multi-scale testing=false, deformable convolution=false2019.06 | 26.9 | 29.3 | 23.3 | — | — |