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Semantic Segmentation on Pascal VOC 1/16 labeled 2012 (train)

86.3mIoU

UniMatch V2

Updated 1mo ago

Evaluation Results

Method	Links
UniMatch V2 2024.10		86.3
SemiVL 2024.10		84
UniMatch + ECOCSeg 2025.12		79.2
UniMatch V2 2024.10		79
RankMatch 2025.12		78.9
DAW 2025.12		78.5
UniMatch + ECOCSeg 2025.12		78.1
UniMatch 2025.12		78.1
UniMatch V1 2024.10		77.9
BeyondPixels 2024.10		77.3
ST++ + ECOCSeg 2025.12		77.1
UniMatch + ECOCSeg 2025.12		77.1
Labeled Only (86.5) 2024.10		76.9
RankMatch 2025.12		76.6
UniMatch 2025.12		76.5
CorrMatch 2024.10		76.4
UniMatch + ECOCSeg 2025.12		76.4
DAW 2025.12		76.2
AllSpark 2024.10		76.1
Fixmatch + ECOCSeg 2025.12		76
UniMatch 2025.12		75.8
Diverse CoT 2024.10		75.7
PS-MT 2025.12		75.5
UniMatch V1 2024.10		75.2
DDFP 2024.10		75
DAW 2024.10		74.8
ST++ 2025.12		74.5
UniMatch 2025.12		74.5
U2PL 2025.12		74.4
Fixmatch 2025.12		74.3
Fixmatch + ECOCSeg 2025.12		74.3
ST++ + ECOCSeg 2025.12		74
LogicDiag 2024.10		73.3
PS-MT 2025.12		72.8
ST++ 2025.12		72.6
CAC 2025.12		72.4
U2PL 2025.12		72
AugSeg 2024.10		71.1
ESL 2024.10		71
Fixmatch 2025.12		70.6
PCR 2024.10		70.1
CAC 2025.12		70.1
GTA-Seg 2024.10		70
iMAS 2024.10		68.8
U2PL 2024.10		68
Sup-only 2025.12		67.5
Labeled Only (85.0) 2024.10		67
PS-MT 2024.10		65.8
Sup-only 2025.12		65.6
ST++ 2024.10		65.2
Sup-only 2025.12		62.4
Sup-only 2025.12		61.2
Labeled Only 2024.10		45.1