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Cityscapes val
10-shot image generation on Cityscapes val
Metric: Frame (fps) (higher is better)
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Dataset
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#
Model
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Frame (fps)
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Extra Data
Paper
Date
↕
Code
1
FasterSeg
163.9
No
FasterSeg: Searching for Faster Real-time Semant...
2019-12-23
Code
2
BiseNetV2
156
No
BiSeNet V2: Bilateral Network with Guided Aggreg...
2020-04-05
Code
3
STDC1-Seg75
126.7
No
Rethinking BiSeNet For Real-time Semantic Segmen...
2021-04-27
Code
4
CSFNet-1
106.1
No
CSFNet: A Cosine Similarity Fusion Network for R...
2024-07-01
Code
5
DDRNet23-slim
101.6
No
Deep Dual-resolution Networks for Real-time and ...
2021-01-15
Code
6
STDC2-Seg75
97
No
Rethinking BiSeNet For Real-time Semantic Segmen...
2021-04-27
Code
7
RTFormer-S
89.6
No
RTFormer: Efficient Design for Real-Time Semanti...
2022-10-13
Code
8
DSNet
81.9
No
DSNet: A Novel Way to Use Atrous Convolutions in...
2024-06-06
Code
9
RTFormer-B
50.2
No
RTFormer: Efficient Design for Real-Time Semanti...
2022-10-13
Code
10
BiseNetV2-L
47.3
No
BiSeNet V2: Bilateral Network with Guided Aggreg...
2020-04-05
Code
11
SwiftNetRN-18
39.9
No
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Code
12
DDRNet23
37.1
No
Deep Dual-resolution Networks for Real-time and ...
2021-01-15
Code
13
SegNext-T-Seg100
28.1
No
SegNeXt: Rethinking Convolutional Attention Desi...
2022-09-18
Code