Semantic Segmentation on ADE20K (val) (Partitioned mIoU)
22.6mIoU (1/32 partition)Dual Teacher
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Dual Teacher#Params=13.7M, Backbone=SegFormer with MiT-B1, Inference Scale=single-scale2023.10 | 22.6 | 26.01 | 30.6 | 33.74 | 37.3 | |
| ReCo#Params=14.4M, Backbone=SegFormer with MiT-B1, Inference Scale=single-scale, re-implemented=true2023.10 | 21.11 | 23.7 | 27.74 | 30.17 | 35.54 | |
| GTA-Seg#Params=28.8M, Backbone=SegFormer with MiT-B1, Inference Scale=single-scale, re-implemented=true2023.10 | 19.52 | 23.09 | 26.86 | 27.85 | 29.99 | |
| CPS#Params=27.5M, Backbone=SegFormer with MiT-B1, Inference Scale=single-scale, re-implemented=true2023.10 | 18.79 | 22.27 | 27.89 | 32.41 | 36.89 | |
| U2PL#Params=15.0M, Backbone=SegFormer with MiT-B1, Inference Scale=single-scale, re-implemented=true2023.10 | 18.54 | 23.64 | 28.11 | 33.52 | 36.01 | |
| Supervised-only#Params=13.7M, Backbone=SegFormer with MiT-B1, Inference Scale=single-scale2023.10 | 15.15 | 22.32 | 25.9 | 29.53 | 32.57 |