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Open Vocabulary Semantic Segmentation on PASCAL VOC VOC21 with background 2012

70.8mIoU

Trident

Updated 14d ago

Evaluation Results

Method	Links
Trident 2024.11		70.8
Trident 2024.11		67.1
OVDiff 2024.11		66.3
ProxyCLIP 2024.11		65
PEARL 2026.03		64.1
CASS* 2026.03		62.3
CLIP-DINOiser 2024.11		62.1
CLIP-DINOiser 2026.03		62.1
LaVG 2026.03		62.1
ProxyCLIP 2024.11		61.3
TTD 2024.11		61.1
LPOSS* 2026.03		61.1
SAM-CLIP 2024.11		60.6
SAM-CLIP 2026.03		60.6
SCLIP 2024.11		59.1
SCLIP* 2026.03		59.1
NACLIP 2024.11		58.9
NACLIP* 2026.03		58.9
ProxyCLIP* 2026.03		58.6
CASS* 2026.03		58.6
CoDe 2024.11		57.7
CoDe 2026.03		57.7
SFP* 2026.03		56.8
ClearCLIP 2026.03		51.8
FreeDA 2026.03		51.7
SigLIPv2 + UniRefiner 2026.05		51.3
TCL 2024.11		51.2
TCL 2026.03		51.2
CLIPtrase 2026.03		50.9
GroupViT 2026.03		50.4
CaR 2026.03		48.6
EVA-CLIP + UniRefiner 2026.05		46.4
GEM 2026.03		46.2
CLIP + UniRefiner 2026.05		45.7
SCLIP 2024.11		43.8
MaskCLIP 2024.11		43.4
CLIP 2026.05		42.7
MaskCLIP 2026.03		38.3
SigLIPv2 2026.05		35.5
MaskCLIP 2024.11		31.4
ReCo 2024.11		25.1
ReCo 2026.03		25.1
EVA-CLIP 2026.05		24.5
CLIP 2026.03		18.6
CLIP 2024.11		16.4
OpenCLIP 2024.11		8.8