Research Article
An Encoder-Decoder Network Based FCN Architecture for Semantic Segmentation
Table 3
Our highest scoring entry in each column is shown in italic. Results in a performance of 85.6% on PASCAL VOC 2012 test set.
| Category | FCN-8s | ResSegNet | RefineNet | PSPNet | DeepLabv3+ | Ours |
| Bicycle | 34.2 | 65.2 | 73.2 | 72.7 | 77.1 | 78.2 | Chair | 21.4 | 37.4 | 43.7 | 43.1 | 56.9 | 57.1 | Sheep | 72.4 | 85.9 | 92.9 | 94.4 | 92.9 | 94.4 | Mean | 62.2 | 80.4 | 84.2 | 85.4 | 87.8 | 85.6 |
|
|