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Semantic Segmentation on Cityscapes 1024 x 1024

75.7mIoUSegViT
73.72474.23774.7575.263Sep 17, 2025

Evaluation results

MethodLinks
SegViTBackbone=ViT-Large, GFLOPs=2086, FPS=122025.0975.7
CTSBackbone=ViT-Large, GFLOPs=1283, FPS=20.52025.0975.7
DToPBackbone=ViT-Large, GFLOPs=1176, FPS=7.52025.0975.4
+dCTSτ-6899Backbone=ViT-Large, GFLOPs=802, FPS=412025.0974.9
+STEP@[18]τ-6899Backbone=ViT-Large, GFLOPs=655, FPS=20.52025.0974.5
+STEP@[8,16]τ-6899Backbone=ViT-Large, GFLOPs=514, FPS=13.52025.0973.8