List your company
ResearchFormerly WizWand

Semantic Segmentation on Pascal VOC 1/8 labeled 2012 (train)

87.9mIoUUniMatch V2
53.99662.79871.680.402Oct 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UniMatch V2Encoder=DINOv2-B, #Params=97.5M2024.1087.9
SemiVLVenue=ECCV’24, Encoder=CLIP-B, #Params=88.0M2024.1085.6
UniMatch V2Encoder=DINOv2-S, #Params=24.8M2024.1085.5
Labeled Only (86.5)Encoder=DINOv2-B2024.1082.1
UniMatch V1Venue=CVPR’23, Encoder=CLIP-B, #Params=88.0M2024.1080.1
BeyondPixelsVenue=ECCV’24, Encoder=RN-101, #Params=59.5M2024.1078.6
CorrMatchVenue=CVPR’24, Encoder=RN-101, #Params=59.5M2024.1078.5
AllSparkVenue=CVPR’24, Encoder=MiT-B5, #Params=89.3M2024.1078.4
DDFPVenue=CVPR’24, Encoder=RN-101, #Params=59.5M2024.1078
Diverse CoTVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1077.7
DAWVenue=NeurIPS’23, Encoder=RN-101, #Params=59.5M2024.1077.4
UniMatch V1Venue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1077.2
LogicDiagVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1076.7
Labeled Only (85.0)Encoder=DINOv2-S2024.1075.6
AugSegVenue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1075.5
PCRVenue=NeurIPS’22, Encoder=RN-101, #Params=59.5M2024.1074.7
iMASVenue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1074.4
ESLVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1074
GTA-SegVenue=NeurIPS’22, Encoder=RN-101, #Params=59.5M2024.1073.2
ST++Venue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1071
PS-MTVenue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1069.6
U2PLVenue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1069.2
Labeled OnlyEncoder=RN-101, #Params=59.5M2024.1055.3