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Open Vocabulary Semantic Segmentation on Pascal VOC 20

98.3mIoU

ESC-Net

Updated 3d ago

Evaluation Results

Method	Links
ESC-Net 2024.11		98.3
MROVSeg 2024.12		97.6
ESC-Net 2024.11		97.3
EBSeg 2024.11		97.2
CAT-Seg 2024.12		97
SCAN 2024.11		97
SCAN 2024.11		97
CAT-Seg 2024.11		97
MAFT+ 2024.11		96.5
EBSeg 2024.12		96.4
MAFTP 2024.12		96.4
SED 2024.12		96.1
SED 2024.11		96.1
GBA 2024.12		95.8
MAFTP w/ MaskAdapter 2024.12		95.8
MAFTP 2024.12		95.5
FC-CLIP w/ MaskAdapter 2024.12		95.5
FC-CLIP 2024.12		95.4
CAT-Seg 2025.11		95.2
MAFTP w/ MaskAdapter 2024.12		95.1
EBSeg 2024.12		94.6
CAT-Seg 2024.12		94.6
SAN 2024.12		94.6
EBSeg 2024.11		94.6
CAT-Seg 2024.11		94.6
SAN 2024.11		94.6
CAT-Seg 2025.11		94.6
OvSeg 2024.12		94.5
OVSeg 2024.11		94.5
SED 2024.12		94.4
SED 2024.11		94.4
CAT-Seg 2025.11		94.3
SAN 2024.12		94
SAN 2024.11		94
SAN 2025.11		94
ZegCLIP 2024.11		93.6
OvSeg 2024.12		92.6
OVSeg 2024.11		92.6
OVSeg 2025.11		92.6
MAFT 2024.11		92.1
DeOP 2024.12		91.7
DeOP 2024.11		91.7
ZegFormer 2024.12		89.5
FC-CLIP 2024.11		89.5
ZegFormer 2025.11		89.5
ZSseg 2024.11		88.4
ZegFormer 2024.11		86.2
OVDiff 2026.01		81.7
CLIP-DINOiser 2026.01		80.8
INSIGHT_thres 2026.01		80.7
GroupViT 2026.01		79.7
CLIP-DIY 2026.01		79.7
TCL 2026.01		77.5
INSIGHT 2026.01		77
OpenSeg 2024.12		72.2
MaskCLIP 2026.01		71.9
MaskCLIP 2026.01		61.8
ReCo 2026.01		57.8
LSeg 2024.11		52.3
LSeg 2024.11		47.4
ZS3Net 2024.11		38.3
SPNet 2024.11		18.3