Cosegmentation on iCoseg (Aggregated Categories)
92.3Jaccard IndexUFO
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UFOBackbone=VGG16, Size=256 x 2562022.03 | 92.3 | — | — | — | — | — | 98.1 | |
| CycleSegNetBackbone=ResNet34, Size=512 x 5122022.03 | 92.1 | — | — | — | — | — | — | |
| UFOBackbone=VGG16, Size=224 x 2242022.03 | 90.9 | — | — | — | — | — | 97.6 | |
| CADC+Backbone=VGG16, Size=256 x 2562022.03 | 90.2 | — | — | — | — | — | 97.1 | |
| GCoNet+Backbone=VGG16, Size=224 x 2242022.03 | 89.7 | — | — | — | — | — | 96.9 | |
| CARNNBackbone=VGG19, Size=224 x 2242022.03 | 89 | — | — | — | — | — | 97.9 | |
| SSNMBackbone=VGG16, Size=224 x 2242022.03 | 88 | — | — | — | — | — | 96.5 | |
| Li et al.Backbone=VGG16, Size=512 x 5122022.03 | 84.2 | — | — | — | — | — | 95.1 | |
| Hsu et al.Backbone=VGG16, Size=384 x 3842022.03 | 84 | — | — | — | — | — | 96.5 | |
| Chen et al.Backbone=VGG16, Size=512 x 5122022.03 | 81 | — | — | — | — | — | — | |
| Wang et al.Backbone=ResNet50, Size=300 x 3002022.03 | 77 | — | — | — | — | — | 93.8 | |
| Jerripothula et al.2022.03 | 72 | — | — | — | — | — | 91.9 | |
| DFFCRF post-processing=false2019.05 | — | 65 | 41 | 57 | 43 | 49 | — | |
| DFFCRF post-processing=true2019.05 | — | 76 | 51 | 70 | 52 | 62 | — | |
| Rubinstein2019.05 | — | 63 | 48 | 57 | 94 | 70 | — | |
| SCOPSCRF post-processing=false2019.05 | — | 78.5 | 67 | 72.7 | 73.5 | 63.8 | — | |
| SCOPSCRF post-processing=true2019.05 | — | 81.5 | 66 | 75 | 81.5 | 65.7 | — |