2D Semantic Segmentation on nuImages (full)
79.4mIoUDINOv2 + CD
Evaluation Results
| Method | Links | |
|---|---|---|
| DINOv2 + CDArch.=ViT-G/14, Evaluation Protocol=LP, Data Percentage=100%2026.02 | 79.4 | |
| DINOv2 + CDArch.=ViT-L/14, Evaluation Protocol=LP, Data Percentage=100%2026.02 | 77.9 | |
| DINOv2Arch.=ViT-G/14, Evaluation Protocol=LP, Data Percentage=100%2026.02 | 77.7 | |
| DINOv2 + CDArch.=ViT-B/14, Evaluation Protocol=LP, Data Percentage=100%2026.02 | 76.4 | |
| DINOv2 + CDArch.=ViT-G/14, Evaluation Protocol=FT, Data Percentage=1%2026.02 | 75.8 | |
| DINOv2Arch.=ViT-L/14, Evaluation Protocol=LP, Data Percentage=100%2026.02 | 75.7 | |
| DINOv2Arch.=ViT-G/14, Evaluation Protocol=FT, Data Percentage=1%2026.02 | 75 | |
| DINOv2Arch.=ViT-B/14, Evaluation Protocol=LP, Data Percentage=100%2026.02 | 74.9 | |
| DINOv2 + CDArch.=ViT-L/14, Evaluation Protocol=FT, Data Percentage=1%2026.02 | 74.4 | |
| DINOv2Arch.=ViT-L/14, Evaluation Protocol=FT, Data Percentage=1%2026.02 | 73.1 | |
| DINOv2 + CDArch.=ViT-S/14, Evaluation Protocol=LP, Data Percentage=100%2026.02 | 71.7 | |
| DINOv2Arch.=ViT-S/14, Evaluation Protocol=LP, Data Percentage=100%2026.02 | 70.9 | |
| DINOv2 + CDArch.=ViT-B/14, Evaluation Protocol=FT, Data Percentage=1%2026.02 | 70.7 | |
| DINOv2Arch.=ViT-B/14, Evaluation Protocol=FT, Data Percentage=1%2026.02 | 70.4 | |
| DINOv2 + CDArch.=ViT-S/14, Evaluation Protocol=FT, Data Percentage=1%2026.02 | 64 | |
| DINOv2Arch.=ViT-S/14, Evaluation Protocol=FT, Data Percentage=1%2026.02 | 63.2 |