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ResearchFormerly WizWand

Semantic Segmentation on Indoor and Outdoor Combined

58.6Average mIoUPoint-MoE-L
34.05640.42846.853.172May 29, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Point-MoE-LParams=100M, Activated=60M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true2025.0558.6
PTv3-L**Params=97M, Activated=97M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true, Training batch composition=Mix dataset batch, Normalization type (layernorm)=Yes2025.0554.7
PTv3-L*Params=97M, Activated=97M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true, Training batch composition=Mix dataset batch2025.0554.6
PPT-LParams=98M, Activated=98M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true2025.0551.7
PTv3-LParams=97M, Activated=97M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true2025.0535