Semantic Segmentation on VOC 2011 (test)
62.7mIoUFCN-8s
Evaluation results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FCN-8sinference time=~ 175 ms2014.11 | 62.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C + refRefinement=Pasting scheme2014.07 | 52.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SDSinference time=~ 50 s2014.11 | 52.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| R-CNN2014.07 | 47.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| R-CNNfine-tuning=false, feature extraction layer=fc6, region proposal type=full+fg2013.11 | 47.9 | 84.2 | 66.9 | 23.7 | 58.3 | 37.4 | 55.4 | 73.3 | 58.7 | 56.5 | 9.7 | 45.5 | 29.5 | 49.3 | 40.1 | 57.8 | 53.9 | 33.8 | 60.7 | 22.7 | 47.1 | 41.3 | |
| R-CNN2014.11 | 47.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| O2P2014.07 | 47.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| O2P2013.11 | 47.6 | 85.4 | 69.7 | 22.3 | 45.2 | 44.4 | 46.9 | 66.7 | 57.8 | 56.2 | 13.5 | 46.1 | 32.3 | 41.2 | 59.1 | 55.3 | 51 | 36.2 | 50.4 | 27.8 | 46.9 | 44.6 | |
| R&P2013.11 | 40.8 | 83.4 | 46.8 | 18.9 | 36.6 | 31.2 | 42.7 | 57.3 | 47.4 | 44.1 | 8.1 | 39.4 | 36.1 | 36.3 | 49.5 | 48.3 | 50.7 | 26.3 | 47.2 | 22.1 | 42 | 43.2 |