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ResearchFormerly WizWand

Semantic Segmentation on Pascal VOC 1/4 labeled 2012 (train)

88.9mIoUUniMatch V2
63.83670.34376.8583.357Oct 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UniMatch V2Encoder=DINOv2-B, #Params=97.5M2024.1088.9
SemiVLVenue=ECCV’24, Encoder=CLIP-B, #Params=88.0M2024.1086
UniMatch V2Encoder=DINOv2-S, #Params=24.8M2024.1085.9
Labeled Only (86.5)Encoder=DINOv2-B2024.1085.3
UniMatch V1Venue=CVPR’23, Encoder=CLIP-B, #Params=88.0M2024.1082
Labeled Only (85.0)Encoder=DINOv2-S2024.1081.8
Diverse CoTVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1080.1
AllSparkVenue=CVPR’24, Encoder=MiT-B5, #Params=89.3M2024.1079.8
BeyondPixelsVenue=ECCV’24, Encoder=RN-101, #Params=59.5M2024.1079.8
DAWVenue=NeurIPS’23, Encoder=RN-101, #Params=59.5M2024.1079.5
DDFPVenue=CVPR’24, Encoder=RN-101, #Params=59.5M2024.1079.5
CorrMatchVenue=CVPR’24, Encoder=RN-101, #Params=59.5M2024.1079.4
AugSegVenue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1078.8
UniMatch V1Venue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1078.8
iMASVenue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1078.5
ESLVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1078.1
LogicDiagVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1077.9
PCRVenue=NeurIPS’22, Encoder=RN-101, #Params=59.5M2024.1077.2
PS-MTVenue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1076.6
GTA-SegVenue=NeurIPS’22, Encoder=RN-101, #Params=59.5M2024.1075.6
ST++Venue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1074.6
U2PLVenue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1073.7
Labeled OnlyEncoder=RN-101, #Params=59.5M2024.1064.8