felixleungsc/paperswithcode-data-evaluation-tables

task_path stringlengths 3 199 ⌀	dataset stringlengths 1 128 ⌀	model_name stringlengths 1 223 ⌀	paper_url stringlengths 21 601 ⌀	metric_name stringlengths 1 50 ⌀	metric_value stringlengths 1 9.22k ⌀
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	Syn2Real-C	MCD	http://arxiv.org/abs/1712.02560v4	Accuracy	71.9
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	Syn2Real-C	DANN	http://arxiv.org/abs/1505.07818v4	Accuracy	57.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	Syn2Real-C	No Adaptation	http://arxiv.org/abs/1512.03385v1	Accuracy	52.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DCF	https://arxiv.org/abs/2311.12682v1	mIoU	77.7
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	HRDA+MIC	https://arxiv.org/abs/2212.01322v2	mIoU	75.9
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	HRDA+PiPa	https://arxiv.org/abs/2211.07609v1	mIoU	75.6
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	HRDA + CLUDA	https://arxiv.org/abs/2208.14227v2	mIoU	74.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	HRDA	https://arxiv.org/abs/2204.13132v2	mIoU	73.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DAFormer+PiPa	https://arxiv.org/abs/2211.07609v1	mIoU	71.7
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	SePiCo	https://arxiv.org/abs/2204.08808v2	mIoU	70.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DAFormer + CLUDA	https://arxiv.org/abs/2208.14227v2	mIoU	70.11
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CAMix (w DAFormer)	https://arxiv.org/abs/2108.03557v3	mIoU	70.0
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DAFormer + ProCST	https://arxiv.org/abs/2204.11891v2	mIoU	69.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DAFormer	https://arxiv.org/abs/2111.14887v2	mIoU	68.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	Sepico + HIAST	https://arxiv.org/abs/2302.06992v1	mIoU	64.1
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	TransDA-B	https://arxiv.org/abs/2203.07988v1	mIoU	63.9
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DDB	https://arxiv.org/abs/2209.07695v3	mIoU	62.7
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	EHTDI*	https://arxiv.org/abs/2208.06100v1	mIoU	62.0
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	BiSMAP	https://arxiv.org/abs/2204.07730v2	mIoU	61.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	SePiCo - DeepLabv2	https://arxiv.org/abs/2204.08808v2	mIoU	61.0
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CPSL	https://arxiv.org/abs/2203.09744v1	mIoU	60.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	G2L	https://www.sciencedirect.com/science/article/pii/S1877050922012170	mIoU	59.7
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CMFormer	https://arxiv.org/abs/2307.00371v5	mIoU	59.7
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	EHTDI(ResNet-101)	https://arxiv.org/abs/2208.06100v1	mIoU	58.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	ProDA + CRA	https://arxiv.org/abs/2109.06422v2	mIoU	58.6
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	MFA(with knowledge distillation)	https://arxiv.org/abs/2112.00295v1	mIoU	58.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	ProDA(with knowledge distillation)	https://arxiv.org/abs/2101.10979v2	mIoU	57.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	ELDA	https://arxiv.org/abs/2211.08888v1	mIoU	57.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CorDA	https://arxiv.org/abs/2104.13613v2	mIoU	56.6
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	AdaptSeg + HIAST	https://arxiv.org/abs/2302.06992v1	mIoU	56.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	Coarse-to-Fine	https://arxiv.org/abs/2103.13041v1	mIoU	56.1
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CAMix (w Deeplabv2 ResNet101)	https://arxiv.org/abs/2108.03557v3	mIoU	55.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DSP	https://arxiv.org/abs/2107.09600v3	mIoU	55.0
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	PixIntraDA	https://dl.acm.org/doi/10.1145/3474085.3475174	mIoU	54.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	SAC	https://arxiv.org/abs/2105.00097v1	mIoU	53.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	RCCR	https://arxiv.org/abs/2110.05170v3	mIoU	53.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DPL-Dual	https://arxiv.org/abs/2108.06337v1	mIoU	53.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	TridentAdapt	https://arxiv.org/abs/2111.15300v2	mIoU	53.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	LEIT	https://arxiv.org/abs/2109.08912v1	mIoU	52.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DACS	https://arxiv.org/abs/2007.08702v2	mIoU	52.14
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	MetaCorrection	https://arxiv.org/abs/2103.05254v1	mIoU	52.1
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	SPCL	https://arxiv.org/abs/2111.12358v2	mIoU	52.1
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	ITEN	https://arxiv.org/abs/2107.06235v1	mIoU	51.66
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CLST	https://arxiv.org/abs/2105.02001v1	mIoU	51.6
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	IAST	https://arxiv.org/abs/2008.12197v1	mIoU	51.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	pAdaIN	https://arxiv.org/abs/2010.05785v3	mIoU	51.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	Uncertainty + Adaboost	https://arxiv.org/abs/2103.15685v3	mIoU	50.9
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	PixMatch	https://arxiv.org/abs/2105.08128v1	mIoU	50.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	MRNet+Rectifying Label	https://arxiv.org/abs/2003.03773v3	mIoU	50.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CAG-UDA	https://arxiv.org/abs/1910.13049v2	mIoU	50.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	FADA	https://arxiv.org/abs/2007.09222v1	mIoU	50.1
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CCM	https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/2178_ECCV_2020_paper.php	mIoU	49.9
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CRST(MRKLD-SP-MST)	https://arxiv.org/abs/1908.09822v3	mIoU	49.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	MLSL(SISC-PWL)	https://arxiv.org/abs/1909.13776v1	mIoU	49
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	BDL	http://arxiv.org/abs/1904.10620v1	mIoU	48.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	MRNet	https://arxiv.org/abs/1912.11164v3	mIoU	48.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	PyCDA	https://arxiv.org/abs/1908.09547v1	mIoU	48
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	PLCA	https://arxiv.org/abs/2011.00147v1	mIoU	47.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CBST-SP(MST)	http://arxiv.org/abs/1810.07911v2	mIoU	47.0
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	Discriminative Patch	https://arxiv.org/abs/1901.05427v4	mIoU	46.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	IntraDA	https://arxiv.org/abs/2004.07703v4	mIoU	46.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	AdvEnt(with MinEnt)	http://arxiv.org/abs/1811.12833v2	mIoU	45.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	DISE	http://arxiv.org/abs/1903.12212v1	mIoU	45.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	SWD	http://arxiv.org/abs/1903.04064v1	mIoU	44.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	Domain adaptation	http://arxiv.org/abs/1808.00948v1	mIoU	43.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CLAN	http://arxiv.org/abs/1809.09478v3	mIoU	43.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	AdaptSegNet(multi-level)	https://arxiv.org/abs/1802.10349v3	mIoU	42.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	UDA-SA + CyCADA	https://arxiv.org/abs/1909.11825v2	mIoU	41.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	Light-weight Calibrator	https://arxiv.org/abs/1911.12796v2	mIoU	40.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CyCADA pixel+feat	http://arxiv.org/abs/1711.03213v3	mIoU	39.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CyCADA pixel+feat	http://arxiv.org/abs/1711.03213v3	fwIOU	72.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CyCADA pixel+feat	http://arxiv.org/abs/1711.03213v3	Per-pixel Accuracy	82.3%
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	ROAD	http://arxiv.org/abs/1711.11556v2	mIoU	39.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	AdaptSetNet-SWa	https://arxiv.org/abs/1904.09739v4	mIoU	35.7
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CyCADA pixel-only	http://arxiv.org/abs/1711.03213v3	mIoU	34.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	superpixel + color constancy	http://arxiv.org/abs/1812.09953v3	mIoU	31.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	CDA	http://arxiv.org/abs/1707.09465v5	mIoU	28.9
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	GTAV-to-Cityscapes Labels	FCNs in the wild	http://arxiv.org/abs/1612.02649v1	mIoU	27.1
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	DCF	https://arxiv.org/abs/2311.12682v1	MIoU (13 classes)	75.9
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	DCF	https://arxiv.org/abs/2311.12682v1	MIoU (16 classes)	69.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	HRDA+PiPa	https://arxiv.org/abs/2211.07609v1	MIoU (13 classes)	74.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	HRDA+PiPa	https://arxiv.org/abs/2211.07609v1	MIoU (16 classes)	68.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	MIC	https://arxiv.org/abs/2212.01322v2	MIoU (13 classes)	74.0
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	MIC	https://arxiv.org/abs/2212.01322v2	MIoU (16 classes)	67.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	CLUDA+HRDA	https://arxiv.org/abs/2208.14227v2	MIoU (16 classes)	67.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	HRDA	https://arxiv.org/abs/2204.13132v2	MIoU (13 classes)	72.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	HRDA	https://arxiv.org/abs/2204.13132v2	MIoU (16 classes)	65.8
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	SePiCo	https://arxiv.org/abs/2204.08808v2	MIoU (13 classes)	71.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	SePiCo	https://arxiv.org/abs/2204.08808v2	MIoU (16 classes)	64.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	DAFormer + ProCST	https://arxiv.org/abs/2204.11891v2	MIoU (16 classes)	61.6
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	EHTDI*	https://arxiv.org/abs/2208.06100v1	MIoU (13 classes)	69.2
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	EHTDI*	https://arxiv.org/abs/2208.06100v1	MIoU (16 classes)	61.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	DAFormer	https://arxiv.org/abs/2111.14887v2	MIoU (13 classes)	67.4
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	DAFormer	https://arxiv.org/abs/2111.14887v2	MIoU (16 classes)	60.9
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	Sepico + HIAST	https://arxiv.org/abs/2302.06992v1	MIoU (13 classes)	68.1
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	Sepico + HIAST	https://arxiv.org/abs/2302.06992v1	MIoU (16 classes)	59.6
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	TransDA-B	https://arxiv.org/abs/2203.07988v1	MIoU (13 classes)	66.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	TransDA-B	https://arxiv.org/abs/2203.07988v1	MIoU (16 classes)	59.3
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	SePiCo (ResNet-101)	https://arxiv.org/abs/2204.08808v2	MIoU (13 classes)	66.5
1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation	SYNTHIA-to-Cityscapes	SePiCo (ResNet-101)	https://arxiv.org/abs/2204.08808v2	MIoU (16 classes)	58.1

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

Syn2Real-C

MCD

http://arxiv.org/abs/1712.02560v4

Accuracy

71.9

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

Syn2Real-C

DANN

http://arxiv.org/abs/1505.07818v4

Accuracy

57.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

Syn2Real-C

No Adaptation

http://arxiv.org/abs/1512.03385v1

Accuracy

52.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DCF

https://arxiv.org/abs/2311.12682v1

mIoU

77.7

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

HRDA+MIC

https://arxiv.org/abs/2212.01322v2

mIoU

75.9

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

HRDA+PiPa

https://arxiv.org/abs/2211.07609v1

mIoU

75.6

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

HRDA + CLUDA

https://arxiv.org/abs/2208.14227v2

mIoU

74.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

HRDA

https://arxiv.org/abs/2204.13132v2

mIoU

73.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DAFormer+PiPa

https://arxiv.org/abs/2211.07609v1

mIoU

71.7

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

SePiCo

https://arxiv.org/abs/2204.08808v2

mIoU

70.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DAFormer + CLUDA

https://arxiv.org/abs/2208.14227v2

mIoU

70.11

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CAMix (w DAFormer)

https://arxiv.org/abs/2108.03557v3

mIoU

70.0

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DAFormer + ProCST

https://arxiv.org/abs/2204.11891v2

mIoU

69.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DAFormer

https://arxiv.org/abs/2111.14887v2

mIoU

68.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

Sepico + HIAST

https://arxiv.org/abs/2302.06992v1

mIoU

64.1

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

TransDA-B

https://arxiv.org/abs/2203.07988v1

mIoU

63.9

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DDB

https://arxiv.org/abs/2209.07695v3

mIoU

62.7

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

EHTDI*

https://arxiv.org/abs/2208.06100v1

mIoU

62.0

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

BiSMAP

https://arxiv.org/abs/2204.07730v2

mIoU

61.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

SePiCo - DeepLabv2

https://arxiv.org/abs/2204.08808v2

mIoU

61.0

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CPSL

https://arxiv.org/abs/2203.09744v1

mIoU

60.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

G2L

https://www.sciencedirect.com/science/article/pii/S1877050922012170

mIoU

59.7

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CMFormer

https://arxiv.org/abs/2307.00371v5

mIoU

59.7

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

EHTDI(ResNet-101)

https://arxiv.org/abs/2208.06100v1

mIoU

58.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

ProDA + CRA

https://arxiv.org/abs/2109.06422v2

mIoU

58.6

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

MFA(with knowledge distillation)

https://arxiv.org/abs/2112.00295v1

mIoU

58.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

ProDA(with knowledge distillation)

https://arxiv.org/abs/2101.10979v2

mIoU

57.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

ELDA

https://arxiv.org/abs/2211.08888v1

mIoU

57.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CorDA

https://arxiv.org/abs/2104.13613v2

mIoU

56.6

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

AdaptSeg + HIAST

https://arxiv.org/abs/2302.06992v1

mIoU

56.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

Coarse-to-Fine

https://arxiv.org/abs/2103.13041v1

mIoU

56.1

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CAMix (w Deeplabv2 ResNet101)

https://arxiv.org/abs/2108.03557v3

mIoU

55.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DSP

https://arxiv.org/abs/2107.09600v3

mIoU

55.0

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

PixIntraDA

https://dl.acm.org/doi/10.1145/3474085.3475174

mIoU

54.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

SAC

https://arxiv.org/abs/2105.00097v1

mIoU

53.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

RCCR

https://arxiv.org/abs/2110.05170v3

mIoU

53.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DPL-Dual

https://arxiv.org/abs/2108.06337v1

mIoU

53.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

TridentAdapt

https://arxiv.org/abs/2111.15300v2

mIoU

53.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

LEIT

https://arxiv.org/abs/2109.08912v1

mIoU

52.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DACS

https://arxiv.org/abs/2007.08702v2

mIoU

52.14

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

MetaCorrection

https://arxiv.org/abs/2103.05254v1

mIoU

52.1

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

SPCL

https://arxiv.org/abs/2111.12358v2

mIoU

52.1

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

ITEN

https://arxiv.org/abs/2107.06235v1

mIoU

51.66

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CLST

https://arxiv.org/abs/2105.02001v1

mIoU

51.6

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

IAST

https://arxiv.org/abs/2008.12197v1

mIoU

51.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

pAdaIN

https://arxiv.org/abs/2010.05785v3

mIoU

51.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

Uncertainty + Adaboost

https://arxiv.org/abs/2103.15685v3

mIoU

50.9

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

PixMatch

https://arxiv.org/abs/2105.08128v1

mIoU

50.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

MRNet+Rectifying Label

https://arxiv.org/abs/2003.03773v3

mIoU

50.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CAG-UDA

https://arxiv.org/abs/1910.13049v2

mIoU

50.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

FADA

https://arxiv.org/abs/2007.09222v1

mIoU

50.1

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CCM

https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/2178_ECCV_2020_paper.php

mIoU

49.9

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CRST(MRKLD-SP-MST)

https://arxiv.org/abs/1908.09822v3

mIoU

49.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

MLSL(SISC-PWL)

https://arxiv.org/abs/1909.13776v1

mIoU

49

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

BDL

http://arxiv.org/abs/1904.10620v1

mIoU

48.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

MRNet

https://arxiv.org/abs/1912.11164v3

mIoU

48.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

PyCDA

https://arxiv.org/abs/1908.09547v1

mIoU

48

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

PLCA

https://arxiv.org/abs/2011.00147v1

mIoU

47.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CBST-SP(MST)

http://arxiv.org/abs/1810.07911v2

mIoU

47.0

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

Discriminative Patch

https://arxiv.org/abs/1901.05427v4

mIoU

46.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

IntraDA

https://arxiv.org/abs/2004.07703v4

mIoU

46.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

AdvEnt(with MinEnt)

http://arxiv.org/abs/1811.12833v2

mIoU

45.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

DISE

http://arxiv.org/abs/1903.12212v1

mIoU

45.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

SWD

http://arxiv.org/abs/1903.04064v1

mIoU

44.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

Domain adaptation

http://arxiv.org/abs/1808.00948v1

mIoU

43.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CLAN

http://arxiv.org/abs/1809.09478v3

mIoU

43.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

AdaptSegNet(multi-level)

https://arxiv.org/abs/1802.10349v3

mIoU

42.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

UDA-SA + CyCADA

https://arxiv.org/abs/1909.11825v2

mIoU

41.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

Light-weight Calibrator

https://arxiv.org/abs/1911.12796v2

mIoU

40.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CyCADA pixel+feat

http://arxiv.org/abs/1711.03213v3

mIoU

39.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CyCADA pixel+feat

http://arxiv.org/abs/1711.03213v3

fwIOU

72.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CyCADA pixel+feat

http://arxiv.org/abs/1711.03213v3

Per-pixel Accuracy

82.3%

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

ROAD

http://arxiv.org/abs/1711.11556v2

mIoU

39.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

AdaptSetNet-SWa

https://arxiv.org/abs/1904.09739v4

mIoU

35.7

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CyCADA pixel-only

http://arxiv.org/abs/1711.03213v3

mIoU

34.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

superpixel + color constancy

http://arxiv.org/abs/1812.09953v3

mIoU

31.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

CDA

http://arxiv.org/abs/1707.09465v5

mIoU

28.9

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

GTAV-to-Cityscapes Labels

FCNs in the wild

http://arxiv.org/abs/1612.02649v1

mIoU

27.1

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

DCF

https://arxiv.org/abs/2311.12682v1

MIoU (13 classes)

75.9

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

DCF

https://arxiv.org/abs/2311.12682v1

MIoU (16 classes)

69.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

HRDA+PiPa

https://arxiv.org/abs/2211.07609v1

MIoU (13 classes)

74.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

HRDA+PiPa

https://arxiv.org/abs/2211.07609v1

MIoU (16 classes)

68.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

MIC

https://arxiv.org/abs/2212.01322v2

MIoU (13 classes)

74.0

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

MIC

https://arxiv.org/abs/2212.01322v2

MIoU (16 classes)

67.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

CLUDA+HRDA

https://arxiv.org/abs/2208.14227v2

MIoU (16 classes)

67.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

HRDA

https://arxiv.org/abs/2204.13132v2

MIoU (13 classes)

72.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

HRDA

https://arxiv.org/abs/2204.13132v2

MIoU (16 classes)

65.8

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

SePiCo

https://arxiv.org/abs/2204.08808v2

MIoU (13 classes)

71.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

SePiCo

https://arxiv.org/abs/2204.08808v2

MIoU (16 classes)

64.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

DAFormer + ProCST

https://arxiv.org/abs/2204.11891v2

MIoU (16 classes)

61.6

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

EHTDI*

https://arxiv.org/abs/2208.06100v1

MIoU (13 classes)

69.2

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

EHTDI*

https://arxiv.org/abs/2208.06100v1

MIoU (16 classes)

61.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

DAFormer

https://arxiv.org/abs/2111.14887v2

MIoU (13 classes)

67.4

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

DAFormer

https://arxiv.org/abs/2111.14887v2

MIoU (16 classes)

60.9

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

Sepico + HIAST

https://arxiv.org/abs/2302.06992v1

MIoU (13 classes)

68.1

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

Sepico + HIAST

https://arxiv.org/abs/2302.06992v1

MIoU (16 classes)

59.6

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

TransDA-B

https://arxiv.org/abs/2203.07988v1

MIoU (13 classes)

66.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

TransDA-B

https://arxiv.org/abs/2203.07988v1

MIoU (16 classes)

59.3

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

SePiCo (ResNet-101)

https://arxiv.org/abs/2204.08808v2

MIoU (13 classes)

66.5

1 Image, 2*2 Stitching > Image-to-Image Translation > Synthetic-to-Real Translation

SYNTHIA-to-Cityscapes

SePiCo (ResNet-101)

https://arxiv.org/abs/2204.08808v2

MIoU (16 classes)

58.1