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DIS-TE4
3D on DIS-TE4
Metric: MAE (lower is better)
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Model name (A→Z)
#
Model
↕
MAE
▲
Augmentations
Paper
Date
↕
Code
1
PDFNet
0.037
No
Patch-Depth Fusion: Dichotomous Image Segmentati...
2025-03-08
Code
2
BiRefNet
0.04
No
Bilateral Reference for High-Resolution Dichotom...
2024-01-07
Code
3
MVANet
0.041
No
Multi-view Aggregation Network for Dichotomous I...
2024-04-11
Code
4
InSPyReNet (HR scale)
0.042
No
Revisiting Image Pyramid Structure for High Reso...
2022-09-20
Code
5
InSPyReNet
0.046
No
Revisiting Image Pyramid Structure for High Reso...
2022-09-20
Code
6
IS-Net
0.072
No
Highly Accurate Dichotomous Image Segmentation
2022-03-06
Code
7
U2Net
0.087
No
U$^2$-Net: Going Deeper with Nested U-Structure ...
2020-05-18
Code
8
HySM
0.091
No
HyperSeg: Patch-wise Hypernetwork for Real-time ...
2020-12-21
Code
9
BASNet
0.091
No
-
-
Code
10
HRNet
0.092
No
Deep High-Resolution Representation Learning for...
2019-08-20
Code
11
MBV3
0.098
No
Searching for MobileNetV3
2019-05-06
Code
12
ICNet
0.099
No
ICNet for Real-Time Semantic Segmentation on Hig...
2017-04-27
Code
13
UNet
0.102
No
U-Net: Convolutional Networks for Biomedical Ima...
2015-05-18
Code
14
STDC
0.102
No
Rethinking BiSeNet For Real-time Semantic Segmen...
2021-04-27
Code
15
PFNet
0.107
No
Camouflaged Object Segmentation with Distraction...
2021-04-21
Code
16
PSPNet
0.107
No
Pyramid Scene Parsing Network
2016-12-04
Code
17
F3Net
0.107
No
F3Net: Fusion, Feedback and Focus for Salient Ob...
2019-11-26
Code
18
GateNet
0.109
No
Suppress and Balance: A Simple Gated Network for...
2020-07-16
Code
19
DeeplabV3+
0.111
No
Rethinking Atrous Convolution for Semantic Image...
2017-06-17
Code
20
SINetV2
0.113
No
Concealed Object Detection
2021-02-20
Code
21
BSV1
0.114
No
BiSeNet: Bilateral Segmentation Network for Real...
2018-08-02
Code
22
GCPANet
0.127
No
Global Context-Aware Progressive Aggregation Net...
2020-03-02
Code
#1
PDFNet
SOTA
0.037
MAE
· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior
Code
#2
BiRefNet
SOTA
0.04
MAE
· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation
Code
#3
MVANet
0.041
MAE
· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation
Code
#4
InSPyReNet (HR scale)
SOTA
0.042
MAE
· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection
Code
#5
InSPyReNet
SOTA
0.046
MAE
· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection
Code
#6
IS-Net
SOTA
0.072
MAE
· 2022-03-06
Highly Accurate Dichotomous Image Segmentation
Code
#7
U2Net
SOTA
0.087
MAE
· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection
Code
#8
HySM
0.091
MAE
· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
Code
#9
BASNet
0.091
MAE
No paper
Code
#10
HRNet
SOTA
0.092
MAE
· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition
Code
#11
MBV3
SOTA
0.098
MAE
· 2019-05-06
Searching for MobileNetV3
Code
#12
ICNet
SOTA
0.099
MAE
· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images
Code
#13
UNet
SOTA
0.102
MAE
· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation
Code
#14
STDC
0.102
MAE
· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation
Code
#15
PFNet
0.107
MAE
· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining
Code
#16
PSPNet
0.107
MAE
· 2016-12-04
Pyramid Scene Parsing Network
Code
#17
F3Net
0.107
MAE
· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection
Code
#18
GateNet
0.109
MAE
· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection
Code
#19
DeeplabV3+
0.111
MAE
· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation
Code
#20
SINetV2
0.113
MAE
· 2021-02-20
Concealed Object Detection
Code
#21
BSV1
0.114
MAE
· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
Code
#22
GCPANet
0.127
MAE
· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection
Code