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3D Object Super-Resolution
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Set14 - 2x upscaling
3D Object Super-Resolution on Set14 - 2x upscaling
Metric: SSIM (higher is better)
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#
Model
↕
SSIM
▼
Extra Data
Paper
Date
↕
Code
1
Hi-IR-L
0.9311
No
Hierarchical Information Flow for Generalized Ef...
2024-11-27
-
2
DRCT-L
0.9302
No
DRCT: Saving Image Super-resolution away from In...
2024-03-31
Code
3
HMA†
0.9297
Yes
HMANet: Hybrid Multi-Axis Aggregation Network fo...
2024-05-08
Code
4
HAT-L
0.9293
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
5
DRCT
0.9287
No
DRCT: Saving Image Super-resolution away from In...
2024-03-31
Code
6
HAT
0.9282
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
7
CPAT+
0.928
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
8
CPAT
0.9277
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
9
SwinFIR
0.9276
No
SwinFIR: Revisiting the SwinIR with Fast Fourier...
2022-08-24
Code
10
MaIR
0.9268
No
MaIR: A Locality- and Continuity-Preserving Mamb...
2024-12-28
Code
11
DRLN+
0.9247
No
Densely Residual Laplacian Super-Resolution
2019-06-28
Code
12
CSRCNN
0.924
No
Cascade Convolutional Neural Network for Image S...
2020-08-24
-
13
HAN+
0.9224
No
Single Image Super-Resolution via a Holistic Att...
2020-08-20
Code
14
CSNLN
0.9223
No
Image Super-Resolution with Cross-Scale Non-Loca...
2020-06-02
Code
15
SwinOIR
0.922
No
Resolution Enhancement Processing on Low Quality...
2023-03-16
Code
16
ML-CrAIST
0.922
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
17
ML-CrAIST-Li
0.9213
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
18
DBPN-RES-MR64-3
0.921
No
Deep Back-Projection Networks for Single Image S...
2019-04-04
Code
19
HBPN
0.921
No
Hierarchical Back Projection Network for Image S...
2019-06-17
Code
20
SPBP-L+
0.9178
No
Sub-Pixel Back-Projection Network For Lightweigh...
2020-08-03
Code
21
RED30
0.9144
No
Image Restoration Using Convolutional Auto-encod...
2016-06-29
Code
22
DCSCN
0.9126
No
Fast and Accurate Image Super Resolution by Deep...
2017-07-18
Code
23
c-DCSCN
0.909
No
Fast and Accurate Image Super Resolution by Deep...
2017-07-18
Code