paper-with-me

Semantic Segmentation 벤치마크

Semantic Segmentation on VDD

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mIoU

75.37 77.97 80.56 83.16 85.75 2023-05 2026-09 Segformer-B2 — 85.75 (2023-05-23) UperNet(Swin-L) — 85.63 (2023-05-23) UperNet(Swin-T) — 84.73 (2023-05-23) Mask2Former(ResNet-50) — 83.21 (2023-05-23) Segformer-B5 — 82.11 (2023-05-23) Mask2Former(Swin-T) — 77.85 (2023-05-23) Segformer-B0 — 75.37 (2023-05-23) Segformer-B2 — 85.75 (2023-05-23) UperNet(Swin-L) — 85.63 (2023-05-23) UperNet(Swin-T) — 84.73 (2023-05-23) Mask2Former(ResNet-50) — 83.21 (2023-05-23) Segformer-B5 — 82.11 (2023-05-23) Mask2Former(Swin-T) — 77.85 (2023-05-23) Segformer-B0 — 75.37 (2023-05-23) Segformer-B2 — 85.75 (2023-05-23)
RankModel mIoU PaperCodeYear
1 Segformer-B2 85.75 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
2 UperNet(Swin-L) 85.63 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
3 UperNet(Swin-T) 84.73 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
4 Mask2Former(ResNet-50) 83.21 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
5 Segformer-B5 82.11 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
6 Mask2Former(Swin-T) 77.85 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
7 Segformer-B0 75.37 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
8 Segformer-B2 85.75 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
9 UperNet(Swin-L) 85.63 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
10 UperNet(Swin-T) 84.73 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
11 Mask2Former(ResNet-50) 83.21 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
12 Segformer-B5 82.11 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
13 Mask2Former(Swin-T) 77.85 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
14 Segformer-B0 75.37 VDD: Varied Drone Dataset for Semantic Segmentation RussRobin/VDD 2023
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