Semantic Segmentation on Pascal VOC PseudoSeg setting (1.4k images) (val)
74.69mIoUReCo + ClassMix
Evaluation results
| Method | Links | |
|---|---|---|
| ReCo + ClassMixLabeled Data Proportion=1/2, Labeled Images Count=7322021.04 | 74.69 | |
| ReCo + ClassMixLabeled Data Proportion=1/4, Labeled Images Count=3662021.04 | 73.14 | |
| PseudoSegLabeled Data Proportion=1/2, Labeled Images Count=7322021.04 | 72.41 | |
| ReCo + ClassMixLabeled Data Proportion=1/8, Labeled Images Count=1832021.04 | 72.02 | |
| GCTLabeled Data Proportion=1/2, Labeled Images Count=7322021.04 | 70.67 | |
| CutMixLabeled Data Proportion=1/2, Labeled Images Count=7322021.04 | 69.87 | |
| Mean TeacherLabeled Data Proportion=1/2, Labeled Images Count=7322021.04 | 69.16 | |
| PseudoSegLabeled Data Proportion=1/4, Labeled Images Count=3662021.04 | 69.14 | |
| CutMixLabeled Data Proportion=1/4, Labeled Images Count=3662021.04 | 68.36 | |
| PseudoSegLabeled Data Proportion=1/8, Labeled Images Count=1832021.04 | 65.5 | |
| AdvSemSegLabeled Data Proportion=1/2, Labeled Images Count=7322021.04 | 65.27 | |
| ReCo + ClassMixLabeled Data Proportion=1/16, Labeled Images Count=922021.04 | 64.78 | |
| GCTLabeled Data Proportion=1/4, Labeled Images Count=3662021.04 | 64.71 | |
| VATLabeled Data Proportion=1/2, Labeled Images Count=7322021.04 | 63.34 | |
| CutMixLabeled Data Proportion=1/8, Labeled Images Count=1832021.04 | 63.2 | |
| Mean TeacherLabeled Data Proportion=1/4, Labeled Images Count=3662021.04 | 63.01 | |
| CCTLabeled Data Proportion=1/2, Labeled Images Count=7322021.04 | 62.1 | |
| AdvSemSegLabeled Data Proportion=1/4, Labeled Images Count=3662021.04 | 59.97 | |
| CCTLabeled Data Proportion=1/4, Labeled Images Count=3662021.04 | 58.8 | |
| PseudoSegLabeled Data Proportion=1/16, Labeled Images Count=922021.04 | 57.6 | |
| VATLabeled Data Proportion=1/4, Labeled Images Count=3662021.04 | 56.88 | |
| Mean TeacherLabeled Data Proportion=1/8, Labeled Images Count=1832021.04 | 55.81 | |
| CutMixLabeled Data Proportion=1/16, Labeled Images Count=922021.04 | 55.58 | |
| GCTLabeled Data Proportion=1/8, Labeled Images Count=1832021.04 | 54.98 | |
| VATLabeled Data Proportion=1/8, Labeled Images Count=1832021.04 | 49.35 | |
| Mean TeacherLabeled Data Proportion=1/16, Labeled Images Count=922021.04 | 48.7 | |
| CCTLabeled Data Proportion=1/8, Labeled Images Count=1832021.04 | 47.6 | |
| AdvSemSegLabeled Data Proportion=1/8, Labeled Images Count=1832021.04 | 47.58 | |
| GCTLabeled Data Proportion=1/16, Labeled Images Count=922021.04 | 46.04 | |
| AdvSemSegLabeled Data Proportion=1/16, Labeled Images Count=922021.04 | 39.69 | |
| VATLabeled Data Proportion=1/16, Labeled Images Count=922021.04 | 36.92 | |
| CCTLabeled Data Proportion=1/16, Labeled Images Count=922021.04 | 33.1 |