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ResearchFormerly WizWand

Semantic Segmentation on Cityscapes (val) (GFLOPs, mIoU)

81.2mIoUSCASeg
60.71266.03171.3576.669Nov 26, 2024
Updated 6mo ago

Evaluation results

MethodLinks
SCASegBackbone=MSCAN-T, Params. (M)=6.52024.1181.254.8
FeedFormerBackbone=MSCAN-T, Params. (M)=5.02024.1180.661.1
VWFormerBackbone=MSCAN-T, Params. (M)=5.82024.1180.3131.4
MetaSegBackbone=MSCAN-T, Params. (M)=4.72024.1180.147.9
SegNeXtBackbone=MSCAN-T, Params. (M)=4.32024.1179.856
SCASegBackbone=LVT, Params. (M)=6.32024.1179.7122.4
SCASegBackbone=MiT-B0, Params. (M)=6.02024.1179.3101.7
PEMBackbone=STDC2, Params. (M)=21.02024.1179118
VWFormerBackbone=LVT, Params. (M)=5.32024.1178.9194
CCASegBackbone=MiT-B0, Params. (M)=6.22024.1178.7115.8
EDAFormerBackbone=EDAFormer-T, Params. (M)=4.92024.1178.7151.7
FeedFormerBackbone=LVT, Params. (M)=4.62024.1178.6124.6
PEMBackbone=STDC1, Params. (M)=17.02024.1178.392
PEMBackbone=STDC-1, Params. (M)=17.02024.1178.392
MetaSegBackbone=LVT, Params. (M)=4.22024.1178.1106
FeedFormerBackbone=MiT-B0, Params. (M)=4.52024.1177.9107.4
SegFormerBackbone=LVT, Params. (M)=3.92024.1177.6140.9
SDPTBackbone=SDPT-Tiny, Params. (M)=3.62024.1177.363.4
VWFormerBackbone=MiT-B0, Params. (M)=3.72024.1177.2172
MetaSegBackbone=MiT-B0, Params. (M)=4.12024.1176.790.9
SegFormerBackbone=MiT-B0, Params. (M)=3.82024.1176.2125.5
SeaFormerBackbone=SeaFormer-S, Params. (M)=4.02024.1176.1—
SwiftNetRNBackbone=ResNet-18, Params. (M)=11.82024.1175.5104
DeepLabV3+Backbone=MobileNet-V2, Params. (M)=15.42024.1175.2555.4
SCTNetBackbone=SCTNet-S, Params. (M)=4.72024.1172.8—
PSPNetBackbone=MobileNet-V2, Params. (M)=13.72024.1170.2423.4
FCNBackbone=MobileNet-V2, Params. (M)=9.82024.1161.5317.1