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ResearchFormerly WizWand

Semantic Segmentation on ADE

46.4mIoUMultiMAE
1.1612.90524.6536.395Oct 19, 2022May 23, 2023Dec 25, 2023Jul 28, 2024Mar 1, 2025Oct 3, 2025May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MultiMAEBackbone=ViT-Base/16, Pre-training Data=IN1K2022.1046.4
MAEBackbone=ViT-Base/16, Pre-training Data=IN1K2022.1046.1
DINOBackbone=ViT-Base/16, Pre-training Data=IN1K2022.1044.7
CroCoBackbone=ViT-Base/16, Pre-training Data=Habitat2022.1040.6
MAEBackbone=ViT-Base/16, Pre-training Data=Habitat2022.1040.3
CoCoOp+CAKIBase Model=SEEM-Large2026.0526.4
CoCoOpBase Model=SEEM-Large2026.0525.6
CoCoOp+CAKIBase Model=SEEM-Tiny2026.0521.6
ProxyCLIP + RAG-OVSVenue=This Paper2025.1221.1
ProxyCLIPVenue=ECCV'242025.1220.2
CoCoOpBase Model=SEEM-Tiny2026.0520.2
CoOp+CAKIBase Model=SEEM-Tiny2026.0519.5
CoOp+CAKIBase Model=SEEM-Large2026.0519.3
NACLIP + RAG-OVSVenue=This Paper2025.1219.1
CLIPtrace + RAG-OVSVenue=This Paper2025.1218.5
SCLIP + RAG-OVSVenue=This Paper2025.1218.1
CoOpBase Model=SEEM-Large2026.0518.1
DiffTPT + HisTPTModel Scale=Tiny2024.1017.9
TPT + HisTPTModel Scale=Tiny2024.1017.6
CoOpBase Model=SEEM-Tiny2026.0517.6
DiffTPT + HisTPTModel Scale=Large2024.1017.4
CLIP-Surgery + RAG-OVSVenue=This Paper2025.1217.4
NACLIPVenue=WACV'252025.1217.4
HisTPTModel Scale=Tiny2024.1017.3
TPT + HisTPTModel Scale=Large2024.1017.1
CLIPtraceVenue=ECCV'242025.1217
HisTPTModel Scale=Large2024.1016.9
DiffTPTModel Scale=Tiny2024.1016.3
TPTModel Scale=Tiny2024.1016.1
DiffTPTModel Scale=Large2024.1016.1
SCLIPVenue=ECCV'242025.1216.1
CLIP-SurgeryVenue=Pattern Recognition2025.1215.8
TPTModel Scale=Large2024.1015.7
GroupViTVenue=CVPR'222025.1215.3
SEEMModel Scale=Large2024.1015.2
SEEM-Large2026.0515.2
RecoVenue=NeurIPS'222025.1214.8
SEEMModel Scale=Tiny2024.1014.6
SEEM-Tiny2026.0514.6
OVDiffVenue=ECCV'242025.1214.1
MaskCLIPVenue=ECCV'222025.1211.9
CLIPVenue=ICML'212025.122.9