Image-to-Image Translation on GTAV-to-Cityscapes Labels

Metric: mIoU (higher is better)

LeaderboardDataset

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	DCF	77.7	No	Transferring to Real-World Layouts: A Depth-awar...	2023-11-21	Code
2	MIC	75.9	No	MIC: Masked Image Consistency for Context-Enhanc...	2022-12-02	Code
3	HRDA+MIC	75.9	No	MIC: Masked Image Consistency for Context-Enhanc...	2022-12-02	Code
4	HRDA + PiPa	75.6	No	PiPa: Pixel- and Patch-wise Self-supervised Lear...	2022-11-14	Code
5	HRDA+PiPa	75.6	No	PiPa: Pixel- and Patch-wise Self-supervised Lear...	2022-11-14	Code
6	HRDA + CLUDA	74.4	No	CLUDA : Contrastive Learning in Unsupervised Dom...	2022-08-27	Code
7	HRDA	73.8	No	HRDA: Context-Aware High-Resolution Domain-Adapt...	2022-04-27	Code
8	HRDA	73.8	No	HRDA: Context-Aware High-Resolution Domain-Adapt...	2022-04-27	Code
9	DAFormer + PiPa	71.7	No	PiPa: Pixel- and Patch-wise Self-supervised Lear...	2022-11-14	Code
10	DAFormer+PiPa	71.7	No	PiPa: Pixel- and Patch-wise Self-supervised Lear...	2022-11-14	Code
11	SePiCo	70.3	No	SePiCo: Semantic-Guided Pixel Contrast for Domai...	2022-04-19	Code
12	SePiCo	70.3	No	SePiCo: Semantic-Guided Pixel Contrast for Domai...	2022-04-19	Code
13	DAFormer + CLUDA	70.11	No	CLUDA : Contrastive Learning in Unsupervised Dom...	2022-08-27	Code
14	CAMix (w DAFormer)	70	No	Context-Aware Mixup for Domain Adaptive Semantic...	2021-08-08	Code
15	CAMix (w DAFormer)	70	No	Context-Aware Mixup for Domain Adaptive Semantic...	2021-08-08	Code
16	DAFormer + ProCST	69.4	Yes	ProCST: Boosting Semantic Segmentation Using Pro...	2022-04-25	Code
17	DAFormer + ProCST	69.4	Yes	ProCST: Boosting Semantic Segmentation Using Pro...	2022-04-25	Code
18	DAFormer	68.3	No	DAFormer: Improving Network Architectures and Tr...	2021-11-29	Code
19	DAFormer	68.3	No	DAFormer: Improving Network Architectures and Tr...	2021-11-29	Code
20	Sepico + HIAST	64.1	No	Hard-aware Instance Adaptive Self-training for U...	2023-02-14	Code
21	TransDA-B	63.9	No	Smoothing Matters: Momentum Transformer for Doma...	2022-03-15	Code
22	TransDA-B	63.9	No	Smoothing Matters: Momentum Transformer for Doma...	2022-03-15	Code
23	DDB	62.7	No	Deliberated Domain Bridging for Domain Adaptive ...	2022-09-16	Code
24	DDB	62.7	No	Deliberated Domain Bridging for Domain Adaptive ...	2022-09-16	Code
25	EHTDI*	62	No	Exploring High-quality Target Domain Information...	2022-08-12	Code
26	EHTDI*	62	No	Exploring High-quality Target Domain Information...	2022-08-12	Code
27	BiSMAP	61.2	No	Bidirectional Self-Training with Multiple Anisot...	2022-04-16	Code
28	SePiCo - DeepLabv2	61	No	SePiCo: Semantic-Guided Pixel Contrast for Domai...	2022-04-19	Code
29	CPSL	60.8	No	Class-Balanced Pixel-Level Self-Labeling for Dom...	2022-03-18	Code
30	CPSL	60.8	No	Class-Balanced Pixel-Level Self-Labeling for Dom...	2022-03-18	Code
31	G2L	59.7	No	-	-	-
32	G2L	59.7	No	-	-	-
33	CMFormer	59.7	Yes	Learning Content-enhanced Mask Transformer for D...	2023-07-01	Code
34	EHTDI(ResNet-101)	58.8	No	Exploring High-quality Target Domain Information...	2022-08-12	Code
35	ProDA+CRA	58.6	No	Cross-Region Domain Adaptation for Class-level A...	2021-09-14	-
36	ProDA + CRA	58.6	No	Cross-Region Domain Adaptation for Class-level A...	2021-09-14	-
37	MFA(with knowledge distillation)	58.2	No	Multiple Fusion Adaptation: A Strong Framework f...	2021-12-01	Code
38	ProDA	57.5	No	Prototypical Pseudo Label Denoising and Target S...	2021-01-26	Code
39	ProDA(with knowledge distillation)	57.5	No	Prototypical Pseudo Label Denoising and Target S...	2021-01-26	Code
40	ELDA	57.3	No	ELDA: Using Edges to Have an Edge on Semantic Se...	2022-11-16	Code
41	CorDA	56.6	Yes	Domain Adaptive Semantic Segmentation with Self-...	2021-04-28	Code
42	AdaptSeg + HIAST	56.3	No	Hard-aware Instance Adaptive Self-training for U...	2023-02-14	Code
43	Coarse-to-Fine	56.1	No	Coarse-to-Fine Domain Adaptive Semantic Segmenta...	2021-03-24	-
44	CAMix (w Deeplabv2 ResNet 101)	55.2	No	Context-Aware Mixup for Domain Adaptive Semantic...	2021-08-08	Code
45	CAMix (w Deeplabv2 ResNet101)	55.2	No	Context-Aware Mixup for Domain Adaptive Semantic...	2021-08-08	Code
46	DSP	55	No	DSP: Dual Soft-Paste for Unsupervised Domain Ada...	2021-07-20	Code
47	PixIntraDA	54.2	No	-	-	-
48	SAC	53.8	No	Self-supervised Augmentation Consistency for Ada...	2021-04-30	Code
49	RCCR	53.5	No	Domain Adaptive Semantic Segmentation via Region...	2021-10-11	Code
50	DPL-Dual	53.3	No	Dual Path Learning for Domain Adaptation of Sema...	2021-08-13	Code
51	TridentAdapt	53.3	No	TridentAdapt: Learning Domain-invariance via Sou...	2021-11-30	Code
52	LEIT	52.8	Yes	Unsupervised Domain Adaptation for Semantic Segm...	2021-09-18	-
53	DACS	52.14	No	DACS: Domain Adaptation via Cross-domain Mixed S...	2020-07-17	Code
54	MetaCorrection	52.1	No	MetaCorrection: Domain-aware Meta Loss Correctio...	2021-03-09	Code
55	SPCL	52.1	No	SPCL: A New Framework for Domain Adaptive Semant...	2021-11-24	Code
56	ITEN	51.66	No	Exploiting Image Translations via Ensemble Self-...	2021-07-13	-
57	CLST	51.6	No	Contrastive Learning and Self-Training for Unsup...	2021-05-05	-
58	IAST	51.5	No	Instance Adaptive Self-Training for Unsupervised...	2020-08-27	Code
59	pAdaIN	51.5	No	Permuted AdaIN: Reducing the Bias Towards Global...	2020-10-09	Code
60	Uncertainty + Adaboost	50.9	No	Adaptive Boosting for Domain Adaptation: Towards...	2021-03-29	Code
61	PixMatch	50.3	No	PixMatch: Unsupervised Domain Adaptation via Pix...	2021-05-17	Code
62	MRNet+Rectifying Label	50.3	No	Rectifying Pseudo Label Learning via Uncertainty...	2020-03-08	Code
63	CAG-UDA	50.2	No	Category Anchor-Guided Unsupervised Domain Adapt...	2019-10-29	Code
64	FADA	50.1	No	Classes Matter: A Fine-grained Adversarial Appro...	2020-07-17	Code
65	CCM	49.9	No	-	-	Code
66	CCM	49.9	No	-	-	Code
67	CRST(MRKLD-SP-MST)	49.8	No	Confidence Regularized Self-Training	2019-08-26	Code
68	MLSL(SISC-PWL)	49	No	MLSL: Multi-Level Self-Supervised Learning for D...	2019-09-30	Code
69	BDL	48.5	No	Bidirectional Learning for Domain Adaptation of ...	2019-04-24	Code
70	MRNet	48.3	No	Unsupervised Scene Adaptation with Memory Regula...	2019-12-24	Code
71	PyCDA	48	No	Constructing Self-motivated Pyramid Curriculums ...	2019-08-26	Code
72	PLCA	47.8	No	Pixel-Level Cycle Association: A New Perspective...	2020-10-31	Code
73	CBST	47	No	-	-	Code
74	CBST-SP(MST)	47	No	Domain Adaptation for Semantic Segmentation via ...	2018-10-18	Code
75	Discriminative Patch	46.5	No	Domain Adaptation for Structured Output via Disc...	2019-01-16	Code
76	IntraDA	46.3	No	Unsupervised Intra-domain Adaptation for Semanti...	2020-04-16	Code
77	AdvEnt(with MinEnt)	45.5	No	ADVENT: Adversarial Entropy Minimization for Dom...	2018-11-30	Code
78	DISE	45.4	No	All about Structure: Adapting Structural Informa...	2019-03-26	Code
79	ADVENT	44.8	No	ADVENT: Adversarial Entropy Minimization for Dom...	2018-11-30	Code
80	SWD	44.5	No	Sliced Wasserstein Discrepancy for Unsupervised ...	2019-03-10	Code
81	Domain adaptation	43.2	No	Diverse Image-to-Image Translation via Disentang...	2018-08-02	Code
82	CLAN	43.2	No	Taking A Closer Look at Domain Shift: Category-l...	2018-09-25	Code
83	AdaptSegNet(multi-level)	42.4	No	Learning to Adapt Structured Output Space for Se...	2018-02-28	Code
84	ResNet101 65.1	41.7	No	Deep Residual Learning for Image Recognition	2015-12-10	Code
85	Bidirectional Learning	41.3	No	Bidirectional Learning for Domain Adaptation of ...	2019-04-24	Code
86	VGG16 60.3	41.3	No	Very Deep Convolutional Networks for Large-Scale...	2014-09-04	Code
87	UDA-SA + CyCADA	41.2	No	Unsupervised Domain Adaptation through Self-Supe...	2019-09-26	Code
88	Light-weight Calibrator	40.5	No	Light-weight Calibrator: a Separable Component f...	2019-11-28	Code
89	CyCADA pixel+feat	39.5	No	CyCADA: Cycle-Consistent Adversarial Domain Adap...	2017-11-08	Code
90	ROAD	39.4	No	ROAD: Reality Oriented Adaptation for Semantic S...	2017-11-30	-
91	AdaptSetNet-SWa	35.7	No	Switchable Whitening for Deep Representation Lea...	2019-04-22	Code
92	CyCADA pixel-only	34.8	No	CyCADA: Cycle-Consistent Adversarial Domain Adap...	2017-11-08	Code
93	superpixel + color constancy	31.4	No	A Curriculum Domain Adaptation Approach to the S...	2018-12-24	Code
94	CDA	28.9	No	Curriculum Domain Adaptation for Semantic Segmen...	2017-07-29	Code
95	FCNs in the wild	27.1	No	FCNs in the Wild: Pixel-level Adversarial and Co...	2016-12-08	Code

#1DCFSOTA
77.7
mIoU· 2023-11-21
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation Code
#2MICSOTA
75.9
mIoU· 2022-12-02
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Code
#3HRDA+MIC
75.9
mIoU· 2022-12-02
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Code
#4HRDA + PiPaSOTA
75.6
mIoU· 2022-11-14
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Code
#5HRDA+PiPa
75.6
mIoU· 2022-11-14
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Code
#6HRDA + CLUDASOTA
74.4
mIoU· 2022-08-27
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Code
#7HRDASOTA
73.8
mIoU· 2022-04-27
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Code
#8HRDA
73.8
mIoU· 2022-04-27
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Code
#9DAFormer + PiPa
71.7
mIoU· 2022-11-14
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Code
#10DAFormer+PiPa
71.7
mIoU· 2022-11-14
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Code
#11SePiCoSOTA
70.3
mIoU· 2022-04-19
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Code
#12SePiCo
70.3
mIoU· 2022-04-19
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Code
#13DAFormer + CLUDA
70.11
mIoU· 2022-08-27
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Code
#14CAMix (w DAFormer)SOTA
70
mIoU· 2021-08-08
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Code
#15CAMix (w DAFormer)
70
mIoU· 2021-08-08
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Code
#16DAFormer + ProCST
69.4
mIoU· Extra Data· 2022-04-25
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Code
#17DAFormer + ProCST
69.4
mIoU· Extra Data· 2022-04-25
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Code
#18DAFormer
68.3
mIoU· 2021-11-29
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Code
#19DAFormer
68.3
mIoU· 2021-11-29
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Code
#20Sepico + HIAST
64.1
mIoU· 2023-02-14
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Code
#21TransDA-B
63.9
mIoU· 2022-03-15
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Code
#22TransDA-B
63.9
mIoU· 2022-03-15
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Code
#23DDB
62.7
mIoU· 2022-09-16
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Code
#24DDB
62.7
mIoU· 2022-09-16
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Code
#25EHTDI*
62
mIoU· 2022-08-12
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation Code
#26EHTDI*
62
mIoU· 2022-08-12
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation Code
#27BiSMAP
61.2
mIoU· 2022-04-16
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Code
#28SePiCo - DeepLabv2
61
mIoU· 2022-04-19
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Code
#29CPSL
60.8
mIoU· 2022-03-18
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation Code
#30CPSL
60.8
mIoU· 2022-03-18
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation Code
#31G2L
59.7
mIoU
No paper
#32G2L
59.7
mIoU
No paper
#33CMFormer
59.7
mIoU· Extra Data· 2023-07-01
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Code
#34EHTDI(ResNet-101)
58.8
mIoU· 2022-08-12
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation Code
#35ProDA+CRA
58.6
mIoU· 2021-09-14
Cross-Region Domain Adaptation for Class-level Alignment
#36ProDA + CRA
58.6
mIoU· 2021-09-14
Cross-Region Domain Adaptation for Class-level Alignment
#37MFA(with knowledge distillation)
58.2
mIoU· 2021-12-01
Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation Code
#38ProDASOTA
57.5
mIoU· 2021-01-26
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Code
#39ProDA(with knowledge distillation)
57.5
mIoU· 2021-01-26
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Code
#40ELDA
57.3
mIoU· 2022-11-16
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA Code
#41CorDA
56.6
mIoU· Extra Data· 2021-04-28
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Code
#42AdaptSeg + HIAST
56.3
mIoU· 2023-02-14
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Code
#43Coarse-to-Fine
56.1
mIoU· 2021-03-24
Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization
#44CAMix (w Deeplabv2 ResNet 101)
55.2
mIoU· 2021-08-08
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Code
#45CAMix (w Deeplabv2 ResNet101)
55.2
mIoU· 2021-08-08
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Code
#46DSP
55
mIoU· 2021-07-20
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Code
#47PixIntraDA
54.2
mIoU
No paper
#48SAC
53.8
mIoU· 2021-04-30
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Code
#49RCCR
53.5
mIoU· 2021-10-11
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Code
#50DPL-Dual
53.3
mIoU· 2021-08-13
Dual Path Learning for Domain Adaptation of Semantic Segmentation Code
#51TridentAdapt
53.3
mIoU· 2021-11-30
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation Code
#52LEIT
52.8
mIoU· Extra Data· 2021-09-18
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer
#53DACSSOTA
52.14
mIoU· 2020-07-17
DACS: Domain Adaptation via Cross-domain Mixed Sampling Code
#54MetaCorrection
52.1
mIoU· 2021-03-09
MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation Code
#55SPCL
52.1
mIoU· 2021-11-24
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Code
#56ITEN
51.66
mIoU· 2021-07-13
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation
#57CLST
51.6
mIoU· 2021-05-05
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation
#58IAST
51.5
mIoU· 2020-08-27
Instance Adaptive Self-Training for Unsupervised Domain Adaptation Code
#59pAdaIN
51.5
mIoU· 2020-10-09
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Code
#60Uncertainty + Adaboost
50.9
mIoU· 2021-03-29
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Code
#61PixMatch
50.3
mIoU· 2021-05-17
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training Code
#62MRNet+Rectifying LabelSOTA
50.3
mIoU· 2020-03-08
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Code
#63CAG-UDASOTA
50.2
mIoU· 2019-10-29
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation Code
#64FADA
50.1
mIoU· 2020-07-17
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation Code
#65CCM
49.9
mIoU
No paperCode
#66CCM
49.9
mIoU
No paperCode
#67CRST(MRKLD-SP-MST)SOTA
49.8
mIoU· 2019-08-26
Confidence Regularized Self-Training Code
#68MLSL(SISC-PWL)
49
mIoU· 2019-09-30
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling Code
#69BDLSOTA
48.5
mIoU· 2019-04-24
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Code
#70MRNet
48.3
mIoU· 2019-12-24
Unsupervised Scene Adaptation with Memory Regularization in vivo Code
#71PyCDA
48
mIoU· 2019-08-26
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Code
#72PLCA
47.8
mIoU· 2020-10-31
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation Code
#73CBST
47
mIoU
No paperCode
#74CBST-SP(MST)SOTA
47
mIoU· 2018-10-18
Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Code
#75Discriminative Patch
46.5
mIoU· 2019-01-16
Domain Adaptation for Structured Output via Discriminative Patch Representations Code
#76IntraDA
46.3
mIoU· 2020-04-16
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision Code
#77AdvEnt(with MinEnt)
45.5
mIoU· 2018-11-30
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Code
#78DISE
45.4
mIoU· 2019-03-26
All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Code
#79ADVENT
44.8
mIoU· 2018-11-30
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Code
#80SWD
44.5
mIoU· 2019-03-10
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Code
#81Domain adaptationSOTA
43.2
mIoU· 2018-08-02
Diverse Image-to-Image Translation via Disentangled Representations Code
#82CLAN
43.2
mIoU· 2018-09-25
Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation Code
#83AdaptSegNet(multi-level)SOTA
42.4
mIoU· 2018-02-28
Learning to Adapt Structured Output Space for Semantic Segmentation Code
#84ResNet101 65.1SOTA
41.7
mIoU· 2015-12-10
Deep Residual Learning for Image Recognition Code
#85Bidirectional Learning
41.3
mIoU· 2019-04-24
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Code
#86VGG16 60.3SOTA
41.3
mIoU· 2014-09-04
Very Deep Convolutional Networks for Large-Scale Image Recognition Code
#87UDA-SA + CyCADA
41.2
mIoU· 2019-09-26
Unsupervised Domain Adaptation through Self-Supervision Code
#88Light-weight Calibrator
40.5
mIoU· 2019-11-28
Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Code
#89CyCADA pixel+feat
39.5
mIoU· 2017-11-08
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Code
#90ROAD
39.4
mIoU· 2017-11-30
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes
#91AdaptSetNet-SWa
35.7
mIoU· 2019-04-22
Switchable Whitening for Deep Representation Learning Code
#92CyCADA pixel-only
34.8
mIoU· 2017-11-08
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Code
#93superpixel + color constancy
31.4
mIoU· 2018-12-24
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Code
#94CDA
28.9
mIoU· 2017-07-29
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Code
#95FCNs in the wild
27.1
mIoU· 2016-12-08
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Code