Semantic Segmentation on ACDC Round 2
73.5mIoU (Fog)TCA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TCAVenue=ICCV20252026.05 | 73.5 | 44.3 | 67.6 | 63.7 | 62.3 | |
| MoASE++Venue=Proposed2026.05 | 73.4 | 44.8 | 67.4 | 64.2 | 62.5 | |
| ViDAVenue=ICLR20242026.05 | 73.2 | 44.5 | 67 | 63.9 | 62.2 | |
| MoASEVenue=AAAI20262026.05 | 73 | 45.1 | 67.5 | 63.5 | 62.3 | |
| OBAOBackbone=Segformer-B5, Pre-trained Dataset=Cityscapes2026.05 | 72.6 | 43.2 | 66.3 | 63.2 | 61.3 | |
| BECoTTAVenue=ICML20242026.05 | 72.4 | 41.9 | 63.5 | 60.2 | 59.5 | |
| SVDPBackbone=Segformer-B5, Pre-trained Dataset=Cityscapes2026.05 | 72.2 | 44.5 | 65.9 | 63.5 | 61.5 | |
| C-MAEVenue=CVPR20242026.05 | 71.7 | 44.9 | 66.5 | 63.1 | 61.6 | |
| DASBackbone=Segformer-B5, Pre-trained Dataset=Cityscapes2026.05 | 71.2 | 44.6 | 67.1 | 64.4 | 61.8 | |
| CoTTAVenue=CVPR20222026.05 | 70.9 | 41.1 | 62.6 | 59.7 | 58.6 | |
| CoTTABackbone=Segformer-B5, Pre-trained Dataset=Cityscapes2026.05 | 70.9 | 41.1 | 62.6 | 59.7 | 58.6 | |
| VDPVenue=AAAI20232026.05 | 70.4 | 41.1 | 62.2 | 59.4 | 58.2 | |
| VDPBackbone=Segformer-B5, Pre-trained Dataset=Cityscapes2026.05 | 70.4 | 41.1 | 62.2 | 59.4 | 58.2 | |
| SourceVenue=NIPS20212026.05 | 69.1 | 40.3 | 59.7 | 57.8 | 56.7 | |
| SourceBackbone=Segformer-B5, Pre-trained Dataset=Cityscapes, Input Resolution=960x540, Batch Size=12026.05 | 69.1 | 40.3 | 59.7 | 57.8 | 56.7 | |
| SARBackbone=Segformer-B5, Pre-trained Dataset=Cityscapes2026.05 | 69 | 40.3 | 60 | 67.8 | 59.3 | |
| TENTVenue=ICLR20212026.05 | 68.3 | 39 | 60.1 | 56.3 | 55.9 | |
| TENTBackbone=Segformer-B5, Pre-trained Dataset=Cityscapes2026.05 | 68.3 | 39 | 60.1 | 56.3 | 55.9 | |
| ECoTTABackbone=Segformer-B5, Pre-trained Dataset=Cityscapes2026.05 | 68.3 | 35.5 | 62.3 | 57.4 | 55.9 |