Semantic Segmentation On Uplight
評価指標
mIoU
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | mIoU | Paper Title | Repository |
|---|---|---|---|
| SegFormer-B2 (RGB) | 89.60 | SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers | |
| CMX (B2 RGB-DoLP) | 92.07 | CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers | |
| CMX (B2 RGB-AoLP) | 92.13 | CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers | |
| MCubeSNet (RGB-AoLP) | 82.64 | Multimodal Material Segmentation | - |
| EAFNet (RGB-DoLP) | 87.34 | Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion | |
| EAFNet (RGB-AoLP) | 87.53 | Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion | |
| ShareCMP (B2 RGB-FP) | 92.45 | ShareCMP: Polarization-Aware RGB-P Semantic Segmentation | |
| MCubeSNet (RGB-DoLP) | 80.80 | Multimodal Material Segmentation | - |
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