Semantic Segmentation on Indoor and Outdoor Combined
58.6Average mIoUPoint-MoE-L
Evaluation Results
| Method | Links | |
|---|---|---|
| Point-MoE-LParams=100M, Activated=60M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true2025.05 | 58.6 | |
| PTv3-L**Params=97M, Activated=97M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true, Training batch composition=Mix dataset batch, Normalization type (layernorm)=Yes2025.05 | 54.7 | |
| PTv3-L*Params=97M, Activated=97M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true, Training batch composition=Mix dataset batch2025.05 | 54.6 | |
| PPT-LParams=98M, Activated=98M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true2025.05 | 51.7 | |
| PTv3-LParams=97M, Activated=97M, Precise Evaluator (None)=None, Joint indoor-outdoor training=true2025.05 | 35 |