3D Semantic Segmentation on S3DIS Area 5 (test)
72.2mIoU (%)
Contrastive Scene Contexts
Updated 2d ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2020.12 | 72.2 | - | 95.1 | 98.4 | 86.3 | 40.7 | 60.8 | 85.2 | 81.9 | 91.8 | 78.9 | - | 82.8 | 62.4 | 0 | 73.9 | |
2024.03 | 72 | 78.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 71.4 | 77.4 | 94.2 | 98.2 | 86 | 43.8 | 62.1 | 78.5 | 90.6 | 82.2 | 73.9 | 79.8 | 78.5 | 59.4 | - | - | |
2024.03 | 70.5 | 77.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 70.4 | 76.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 70.4 | 76.5 | 94 | 98.5 | 86.3 | 38 | 63.4 | 74.3 | 89.1 | 82.4 | 74.3 | 80.2 | 76 | 59.3 | - | - | |
2024.03 | 70.4 | 76.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 70.3 | 77.9 | 94.2 | 98 | 86 | 53.8 | 61.2 | 77.3 | 81.3 | 89.4 | 60.1 | 72.8 | 80.4 | 58.9 | - | - | |
2020.12 | 70.3 | - | 93.3 | 98.7 | 85.6 | 45.9 | 54.4 | 67.9 | 80.1 | 91.6 | 78.2 | - | 81.5 | 62.3 | 10 | 74.7 | |
2021.12 | 70.1 | 77.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 69.5 | 74.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 68.5 | 76.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 68.4 | 75 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.12 | 68.2 | - | 91.5 | 98.6 | 84.1 | 33 | 56.9 | 63.9 | 81.7 | 90.1 | 76.5 | - | 77.9 | 59.6 | 0 | 72.5 | |
2024.03 | 67.9 | 73.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 67.1 | 72.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 67.1 | 74.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 67.1 | 72.8 | 92.8 | 97.3 | 82.4 | 23.9 | 58 | 69 | 81.5 | 91 | 75.4 | 75.3 | 66.7 | 58.9 | - | - | |
2021.12 | 66.6 | 73 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 66.6 | 73 | 94.6 | 98.6 | 82.4 | 26.4 | 58 | 60 | 80.4 | 89.7 | 69.8 | 74.3 | 73.5 | 57.7 | - | - | |
2021.12 | 65.4 | 71.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 65.4 | 71.7 | 91.8 | 98.7 | 86.2 | 34.1 | 48.9 | 62.4 | 81.6 | 89.8 | 47.2 | 74.9 | 74.4 | 58.6 | - | - | |
2021.12 | 60.3 | 66.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 58.6 | 62.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 58 | 66.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 56 | 84.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 54.2 | 84.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 42.8 | 80.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 41.1 | 49 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 30.4 | 34.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 18.8 | 21.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 3 | 18.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |