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10-shot image generation
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Stanford2D3D Panoramic
10-shot image generation on Stanford2D3D Panoramic
Metric: mAcc (higher is better)
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#
Model
↕
mAcc
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Extra Data
Paper
Date
↕
Code
1
SFSS-MMSI (RGB+HHA)
70.68
No
Single Frame Semantic Segmentation Using Multi-M...
2023-08-18
Code
2
SFSS-MMSI (RGB+Depth+Normal)
69.03
No
Single Frame Semantic Segmentation Using Multi-M...
2023-08-18
Code
3
SFSS-MMSI (RGB+Normal)
68.79
No
Single Frame Semantic Segmentation Using Multi-M...
2023-08-18
Code
4
SFSS-MMSI (RGB+Depth)
68.57
No
Single Frame Semantic Segmentation Using Multi-M...
2023-08-18
Code
5
CBFC
65.6
No
Complementary Bi-directional Feature Compression...
2022-07-06
-
6
Tangent (ResNet-101)
65.2
No
Tangent Images for Mitigating Spherical Distortion
2019-12-19
Code
7
HoHoNet (ResNet-101)
65
No
HoHoNet: 360 Indoor Holistic Understanding with ...
2020-11-23
Code
8
PanoFormer
64.5
No
PanoFormer: Panorama Transformer for Indoor 360 ...
2022-03-17
Code
9
SFSS-MMSI (RGB Only)
63.96
No
Single Frame Semantic Segmentation Using Multi-M...
2023-08-18
Code
10
FreDSNet
63.1
No
FreDSNet: Joint Monocular Depth and Semantic Seg...
2022-10-04
Code
11
HexRUNet
58.6
No
Orientation-aware Semantic Segmentation on Icosa...
2019-07-30
Code
12
GaugeNet (R2R-U-Net)
55.9
No
Gauge Equivariant Convolutional Networks and the...
2019-02-11
Code
13
UGSCNN
54.65
No
Spherical CNNs on Unstructured Grids
2019-01-07
Code