Semantic Segmentation on Pascal VOC Priority protocol 1/8 labeled ratio
87.8mIoUUniMatchV2-S + PrevMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| UniMatchV2-S + PrevMatchEncoder=DINOv2-S2024.05 | 87.8 | |
| UniMatchV2-SEncoder=DINOv2-S2024.05 | 87.3 | |
| SemiOVS (w/ UniMatch)Encoder=R-1012025.07 | 82.4 | |
| SemiOVS (w/ PrevMatch)Encoder=R-1012025.07 | 82.3 | |
| AllSparkEncoder=MiT-B52025.07 | 82 | |
| AllSparkEncoder=MiT-B52024.05 | 82 | |
| CorrMatchEncoder=R-1012025.07 | 81.9 | |
| UniMatchEncoder=R-1012025.07 | 81.9 | |
| PrevMatchEncoder=R-1012025.07 | 81.9 | |
| CorrMatchEncoder=RN-1012024.05 | 81.9 | |
| UniMatchEncoder=RN-1012024.05 | 81.9 | |
| UniMatch + PrevMatchEncoder=RN-1012024.05 | 81.9 | |
| AugSegEncoder=R-1012025.07 | 81.5 | |
| Dual TeacherEncoder=R-1012025.07 | 81.5 | |
| Dual TeacherEncoder=RN-1012024.05 | 81.5 | |
| U2PL+Encoder=RN-1012024.05 | 79.4 | |
| U2PLEncoder=R-1012025.07 | 79 | |
| U2PLEncoder=RN-1012024.05 | 79 | |
| FixMatch + PrevMatchEncoder=RN-502024.05 | 77.6 | |
| FixMatchEncoder=RN-502024.05 | 76.5 | |
| Supervised BaselineEncoder=R-1012025.07 | 75 |