Material Selection on DuMaS
3L1 ErrorGuerrero et al. 2025
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Guerrero et al. 2025Supervision Signal=Supervised2025.11 | 3 | 89.6 | 93.5 | |
| MaterialisticSupervision Signal=Supervised2025.11 | 5.7 | 85.8 | 90.6 | |
| PE SpatialSupervision Signal=Agglomerative2025.11 | 25.2 | 61.4 | 72.3 | |
| ΦeatSupervision Signal=Self-supervised2025.11 | 25.4 | 72 | 80.8 | |
| RADIOv3Supervision Signal=Agglomerative2025.11 | 25.6 | 63.5 | 74.7 | |
| DINOv2Supervision Signal=Self-supervised2025.11 | 26.7 | 56.5 | 69.3 | |
| DINOv3Supervision Signal=Self-supervised2025.11 | 27.6 | 59.7 | 72.2 | |
| PE-coreSupervision Signal=Weakly supervised2025.11 | 37.3 | 40.5 | 54.6 | |
| SigLIP 2Supervision Signal=Weakly supervised2025.11 | 53.1 | 24.4 | 35.2 | |
| CLIPSupervision Signal=Weakly supervised2025.11 | 55.7 | 21.6 | 31.6 |