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ResearchFormerly WizWand

Semantic Segmentation on Pascal VOC 1 2 labeled 2012 (train)

90mIoUUniMatch V2
68.88874.36979.8585.331Oct 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UniMatch V2Encoder=DINOv2-B, #Params=97.5M2024.1090
Labeled Only (86.5)Encoder=DINOv2-B2024.1087.2
SemiVLVenue=ECCV’24, Encoder=CLIP-B, #Params=88.0M2024.1086.7
UniMatch V2Encoder=DINOv2-S, #Params=24.8M2024.1086.7
Labeled Only (85.0)Encoder=DINOv2-S2024.1083.7
UniMatch V1Venue=CVPR’23, Encoder=CLIP-B, #Params=88.0M2024.1083.3
DDFPVenue=CVPR’24, Encoder=RN-101, #Params=59.5M2024.1081.2
Diverse CoTVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1080.9
AllSparkVenue=CVPR’24, Encoder=MiT-B5, #Params=89.3M2024.1080.8
BeyondPixelsVenue=ECCV’24, Encoder=RN-101, #Params=59.5M2024.1080.8
DAWVenue=NeurIPS’23, Encoder=RN-101, #Params=59.5M2024.1080.6
CorrMatchVenue=CVPR’24, Encoder=RN-101, #Params=59.5M2024.1080.6
AugSegVenue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1080.3
UniMatch V1Venue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1079.9
iMASVenue=CVPR’23, Encoder=RN-101, #Params=59.5M2024.1079.5
ESLVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1079.5
LogicDiagVenue=ICCV’23, Encoder=RN-101, #Params=59.5M2024.1079.4
PCRVenue=NeurIPS’22, Encoder=RN-101, #Params=59.5M2024.1078.5
PS-MTVenue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1078.4
GTA-SegVenue=NeurIPS’22, Encoder=RN-101, #Params=59.5M2024.1078.4
ST++Venue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1077.3
U2PLVenue=CVPR’22, Encoder=RN-101, #Params=59.5M2024.1076.2
Labeled OnlyEncoder=RN-101, #Params=59.5M2024.1069.7