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Computer Vision
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3D Object Super-Resolution
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Set5 - 2x upscaling
3D Object Super-Resolution on Set5 - 2x upscaling
Metric: SSIM (higher is better)
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#
Model
↕
SSIM
▼
Extra Data
Paper
Date
↕
Code
1
Hi-IR-L
0.9663
No
Hierarchical Information Flow for Generalized Ef...
2024-11-27
-
2
DRCT-L
0.9658
No
DRCT: Saving Image Super-resolution away from In...
2024-03-31
Code
3
HMA†
0.9649
Yes
HMANet: Hybrid Multi-Axis Aggregation Network fo...
2024-05-08
Code
4
HAT-L
0.9646
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
5
DRCT
0.9646
No
DRCT: Saving Image Super-resolution away from In...
2024-03-31
Code
6
HAT
0.9637
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
7
CPAT+
0.9635
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
8
CPAT
0.9633
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
9
SwinFIR
0.9633
No
SwinFIR: Revisiting the SwinIR with Fast Fourier...
2022-08-24
Code
10
EDT-B
0.9632
Yes
On Efficient Transformer-Based Image Pre-trainin...
2021-12-19
Code
11
MaIR+
0.963
No
MaIR: A Locality- and Continuity-Preserving Mamb...
2024-12-28
Code
12
MaIR
0.9628
No
MaIR: A Locality- and Continuity-Preserving Mamb...
2024-12-28
Code
13
DRLN+
0.9619
No
Densely Residual Laplacian Super-Resolution
2019-06-28
Code
14
ML-CrAIST
0.9617
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
15
CSNLN
0.9616
No
Image Super-Resolution with Cross-Scale Non-Loca...
2020-06-02
Code
16
ML-CrAIST-Li
0.9615
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
17
SwinOIR
0.9614
No
Resolution Enhancement Processing on Low Quality...
2023-03-16
Code
18
PMRN+
0.9612
No
Sequential Hierarchical Learning with Distributi...
2020-07-19
-
19
HBPN
0.961
No
Hierarchical Back Projection Network for Image S...
2019-06-17
Code
20
SPBP-L+
0.9606
No
Sub-Pixel Back-Projection Network For Lightweigh...
2020-08-03
Code
21
DBPN-RES-MR64-3
0.96
No
Deep Back-Projection Networks for Single Image S...
2019-04-04
Code
22
RED30
0.9599
No
Image Restoration Using Convolutional Auto-encod...
2016-06-29
Code
23
LFFN-S
0.9585
No
Lightweight Feature Fusion Network for Single Im...
2019-02-15
Code
24
CSRCNN
0.957
No
Cascade Convolutional Neural Network for Image S...
2020-08-24
-
25
c-DCSCN
0.9569
No
Fast and Accurate Image Super Resolution by Deep...
2017-07-18
Code
26
HyperRes
0.94
No
Hypernetwork-Based Adaptive Image Restoration
2022-06-13
Code
27
HAN+
0.9299
No
Single Image Super-Resolution via a Holistic Att...
2020-08-20
Code