Semantic Segmentation on Pascal VOC 1/16 labeled 2012
86.3mIoUUniMatch V2 (published)
Evaluation Results
| Method | Links | |
|---|---|---|
| UniMatch V2 (published)Encoder=DINOv2-B2026.07 | 86.3 | |
| PixConEncoder=DINOv2-B2026.07 | 85.05 | |
| UniMatch V2 (our repro)Encoder=DINOv2-B2026.07 | 84.66 | |
| SemiVLEncoder=CLIP-B2026.07 | 84 | |
| UniMatch V2 (published)Encoder=DINOv2-S2026.07 | 79 | |
| BeyondPixelsEncoder=RN-1012026.07 | 77.3 | |
| PrevMatchEncoder=RN-1012026.07 | 77 | |
| CorrMatchEncoder=RN-1012026.07 | 76.4 | |
| AllSparkEncoder=MiT-B52026.07 | 76.1 | |
| UniMatchEncoder=RN-1012026.07 | 75.2 | |
| DDFPEncoder=RN-1012026.07 | 75 | |
| CW-BASSEncoder=RN-502026.07 | 72.8 | |
| AugSegEncoder=RN-1012026.07 | 71.1 | |
| U2PLEncoder=RN-1012026.07 | 68 | |
| PS-MTEncoder=RN-1012026.07 | 65.8 | |
| ST++Encoder=RN-1012026.07 | 65.2 | |
| Supervised baselineEncoder=RN-1012026.07 | 45.1 |