Semantic Segmentation on Cityscapes (val) (GFLOPs, mIoU)
81.2mIoUSCASeg
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCASegBackbone=MSCAN-T, Params. (M)=6.52024.11 | 81.2 | 54.8 | |
| FeedFormerBackbone=MSCAN-T, Params. (M)=5.02024.11 | 80.6 | 61.1 | |
| VWFormerBackbone=MSCAN-T, Params. (M)=5.82024.11 | 80.3 | 131.4 | |
| MetaSegBackbone=MSCAN-T, Params. (M)=4.72024.11 | 80.1 | 47.9 | |
| SegNeXtBackbone=MSCAN-T, Params. (M)=4.32024.11 | 79.8 | 56 | |
| SCASegBackbone=LVT, Params. (M)=6.32024.11 | 79.7 | 122.4 | |
| SCASegBackbone=MiT-B0, Params. (M)=6.02024.11 | 79.3 | 101.7 | |
| PEMBackbone=STDC2, Params. (M)=21.02024.11 | 79 | 118 | |
| VWFormerBackbone=LVT, Params. (M)=5.32024.11 | 78.9 | 194 | |
| CCASegBackbone=MiT-B0, Params. (M)=6.22024.11 | 78.7 | 115.8 | |
| EDAFormerBackbone=EDAFormer-T, Params. (M)=4.92024.11 | 78.7 | 151.7 | |
| FeedFormerBackbone=LVT, Params. (M)=4.62024.11 | 78.6 | 124.6 | |
| PEMBackbone=STDC1, Params. (M)=17.02024.11 | 78.3 | 92 | |
| PEMBackbone=STDC-1, Params. (M)=17.02024.11 | 78.3 | 92 | |
| MetaSegBackbone=LVT, Params. (M)=4.22024.11 | 78.1 | 106 | |
| FeedFormerBackbone=MiT-B0, Params. (M)=4.52024.11 | 77.9 | 107.4 | |
| SegFormerBackbone=LVT, Params. (M)=3.92024.11 | 77.6 | 140.9 | |
| SDPTBackbone=SDPT-Tiny, Params. (M)=3.62024.11 | 77.3 | 63.4 | |
| VWFormerBackbone=MiT-B0, Params. (M)=3.72024.11 | 77.2 | 172 | |
| MetaSegBackbone=MiT-B0, Params. (M)=4.12024.11 | 76.7 | 90.9 | |
| SegFormerBackbone=MiT-B0, Params. (M)=3.82024.11 | 76.2 | 125.5 | |
| SeaFormerBackbone=SeaFormer-S, Params. (M)=4.02024.11 | 76.1 | — | |
| SwiftNetRNBackbone=ResNet-18, Params. (M)=11.82024.11 | 75.5 | 104 | |
| DeepLabV3+Backbone=MobileNet-V2, Params. (M)=15.42024.11 | 75.2 | 555.4 | |
| SCTNetBackbone=SCTNet-S, Params. (M)=4.72024.11 | 72.8 | — | |
| PSPNetBackbone=MobileNet-V2, Params. (M)=13.72024.11 | 70.2 | 423.4 | |
| FCNBackbone=MobileNet-V2, Params. (M)=9.82024.11 | 61.5 | 317.1 |