Semantic Segmentation on Pascal-VOC Seen
93.6PAZS3Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ZS3NetK (Number of unseen classes)=2, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 93.6 | 84.9 | 72 | |
| BaselineK (Number of unseen classes)=2, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 92.1 | 79.8 | 68.1 | |
| ZS3NetK (Number of unseen classes)=4, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 92 | 78.3 | 66.4 | |
| BaselineK (Number of unseen classes)=4, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 89.9 | 72.6 | 64.3 | |
| ZS3NetK (Number of unseen classes)=6, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 85.5 | 52.1 | 47.3 | |
| ZS3NetK (Number of unseen classes)=10, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 82.7 | 37.4 | 33.9 | |
| ZS3NetK (Number of unseen classes)=8, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 81.6 | 31.6 | 29.2 | |
| BaselineK (Number of unseen classes)=6, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 79.5 | 45.1 | 39.8 | |
| BaselineK (Number of unseen classes)=8, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 75.8 | 41.3 | 35.7 | |
| BaselineK (Number of unseen classes)=10, Backbone=ResNet-101, Framework=DeepLabv3+, Evaluation Protocol=Generalized ZSL2019.06 | 68.7 | 33.9 | 31.7 |