Semantic Segmentation on COCO-Stuff
| Rank | Model | F.W. IU | Per-Class Accuracy | Pixel Accuracy | mIoU | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|
| 1 | Deeplab v2 | 47.6 | 45.1 | 63.6 | 33.2 | COCO-Stuff: Thing and Stuff Classes in Context | kazuto1011/deeplab-pytorch · nightrome/cocostuff · nightrome/cocostuff10k · +7 | 2016 |
| 1 | Deeplab v2 | 47.6 | 45.1 | 63.6 | 33.2 | COCO-Stuff: Thing and Stuff Classes in Context | kazuto1011/deeplab-pytorch · nightrome/cocostuff · nightrome/cocostuff10k · +7 | 2016 |
| 3 | Cross-Stage 자동 추출 | – | – | – | 40.9 | Cross-Stage Attention Propagation for Efficient Semantic Segmentation | 2026 |