Object Detection on AlphaDent (test)
77Abrasion ScoreDINO
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DINOBackbone=Swin-L2026.04 | 77 | 44.3 | 76.2 | 24.1 | 12.2 | 4.4 | 1.5 | 23.9 | 3.4 | 30 | |
| DDQ DETRBackbone=Swin-L2026.04 | 76.6 | 44.8 | 76.9 | 25.5 | 11.9 | 6.1 | 0.7 | 24.3 | 2.7 | 29.9 | |
| Caries-DETRBackbone=Swin-L2026.04 | 76.1 | 45.2 | 76.6 | 24.5 | 10.4 | 5 | 0.5 | 23.7 | 11.3 | 30.4 | |
| DEIMv2Backbone=DINOv3-ViT2026.04 | 75.4 | 33.8 | 74 | 15.5 | 9.3 | 2.6 | 17.8 | 17.4 | 0.6 | 27.4 | |
| Grounding DINOBackbone=R-502026.04 | 74.9 | 41.3 | 65.3 | 25.2 | 9.4 | 5.5 | 0.9 | 17.8 | 2.9 | 27 | |
| RF-DETRBackbone=R-502026.04 | 74.9 | 33.7 | 69.4 | 19.1 | 12.3 | 3.5 | 16.2 | 23.3 | 7 | 28.8 | |
| Co-DETRBackbone=Swin-L2026.04 | 74.8 | 47.2 | 76.9 | 24.9 | 11.4 | 4.6 | 0.5 | 24.8 | 4.3 | 29.9 | |
| YOLOv12Backbone=R-ELAN2026.04 | 74.6 | 39.6 | 65.8 | 19.7 | 12.2 | 1.8 | 15.3 | 20.4 | 9.6 | 28.8 | |
| DINOBackbone=R-502026.04 | 74.2 | 39.7 | 66.2 | 21.1 | 9.1 | 1.9 | 1.8 | 20.3 | 0.4 | 27.2 | |
| DDQ DETRBackbone=R-502026.04 | 73 | 41.8 | 63.7 | 21.3 | 10.1 | 4.7 | 0.1 | 20.7 | 1.1 | 26.3 | |
| CenterNetBackbone=R-502026.04 | 72 | 39.1 | 61.4 | 20.7 | 7.8 | 4.1 | 0 | 19.5 | 0 | 25 | |
| Caries-DETRBackbone=R-502026.04 | 71.7 | 39.4 | 76.5 | 20.2 | 9.4 | 4.7 | 20.9 | 18.8 | 7.6 | 29.9 | |
| FSAFBackbone=R-502026.04 | 70.7 | 35.8 | 50.9 | 17.2 | 8.4 | 2.5 | 0 | 18.8 | 1.4 | 22.9 | |
| Dynamic R-CNNBackbone=R-502026.04 | 70.7 | 35.3 | 64.8 | 17.2 | 8.2 | 1.8 | 0 | 16.6 | 0 | 23.9 | |
| DAB-DETRBackbone=R-502026.04 | 70.6 | 31.8 | 69.9 | 14.3 | 7.3 | 1.4 | 1.4 | 22.1 | 1.2 | 24.5 | |
| Co-DETRBackbone=R-502026.04 | 70.1 | 42 | 71.9 | 21 | 11.5 | 5.6 | 0.2 | 20.4 | 0.3 | 27 | |
| Sparse R-CNNBackbone=R-502026.04 | 69.5 | 32.2 | 48.8 | 13.7 | 8 | 0.7 | 0 | 15.4 | 0.7 | 21 | |
| Salience DETRBackbone=R-502026.04 | 69.3 | 25.7 | 60.7 | 10.4 | 6.9 | 3.3 | 12 | 12.3 | 4.1 | 22.7 | |
| DDODBackbone=R-502026.04 | 69.1 | 37.4 | 53.8 | 18.4 | 10.1 | 2.6 | 0.4 | 19.3 | 0 | 23.5 | |
| TOODBackbone=R-502026.04 | 69 | 37.4 | 53.6 | 20.1 | 8.9 | 1.4 | 0.3 | 20.4 | 0.8 | 23.5 | |
| Conditional DETRBackbone=R-502026.04 | 68.8 | 29.2 | 66.8 | 18.6 | 9.4 | 3.5 | 1.3 | 14.4 | 1.8 | 23.8 | |
| RetinaNetBackbone=R-502026.04 | 68.6 | 33.4 | 43.7 | 19 | 6.8 | 2.7 | 0 | 20.8 | 1.7 | 21.9 | |
| YOLOFBackbone=R-502026.04 | 67.6 | 23 | 47.9 | 10.9 | 5.8 | 1.5 | 0.4 | 12.3 | 1 | 18.9 | |
| Faster R-CNNBackbone=R-502026.04 | 65.8 | 30.1 | 60.9 | 12 | 8.9 | 2.1 | 0 | 18.1 | 2.8 | 22.4 | |
| Mr.DETRBackbone=R-502026.04 | 65.4 | 38.1 | 64 | 14.7 | 9.1 | 5.4 | 0.1 | 22.5 | 2.6 | 24.6 | |
| Grid R-CNNBackbone=R-502026.04 | 64.4 | 30.8 | 62.3 | 13.7 | 4.9 | 1.4 | 0 | 15 | 0.9 | 21.5 | |
| Cascade R-CNNBackbone=R-502026.04 | 62.9 | 32 | 61 | 12.1 | 5.4 | 2.3 | 0 | 14.2 | 2.1 | 21.7 | |
| Deformable DETRBackbone=R-502026.04 | 60.2 | 34.8 | 60.7 | 16.5 | 7.5 | 2.5 | 0.1 | 17.5 | 1.6 | 23.7 | |
| DETRBackbone=R-502026.04 | 57.5 | 19.8 | 51.9 | 5.1 | 4.7 | 0.7 | 0 | 8.3 | 0 | 17 |