Object Detection on MSSD (test)
57.4mAP (0.5:0.95)Relation-DETR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Relation-DETRBackbone=ResNet-50, Epochs=1202024.07 | 57.4 | 79.2 | 63.6 | 31.4 | 53.5 | 45.5 | |
| Salience-DETRBackbone=ResNet-50, Epochs=1202024.07 | 55.4 | 78.2 | 61.9 | 28.7 | 47.5 | 44.5 | |
| PaQ-DINOBackbone=ResNet-50, Epochs=1202026.03 | 55.2 | 80.2 | — | 27.2 | 48.2 | 45.2 | |
| DINOBackbone=ResNet-50, Epochs=1202024.07 | 51 | 80 | 52.5 | 20 | 47.4 | 44.8 | |
| DINOBackbone=ResNet-50, Epochs=1202026.03 | 51 | 80 | — | 20 | 47.4 | 44.8 | |
| H-Def-DETRBackbone=ResNet-50, Epochs=1202024.07 | 46.9 | 76.8 | 47.1 | 20.3 | 45.3 | 40.7 | |
| H-DETRBackbone=ResNet-50, Epochs=1202026.03 | 46.9 | 76.8 | — | 20.3 | 45.3 | 40.7 | |
| DN-Def-DETRBackbone=ResNet-50, Epochs=1202024.07 | 45.6 | 74.1 | 44.9 | 18.6 | 31.9 | 41 | |
| DN-DETRBackbone=ResNet-50, Epochs=1202026.03 | 45.6 | 74.1 | — | 18.6 | 31.9 | 41 | |
| DAB-Def-DETRBackbone=ResNet-50, Epochs=1202024.07 | 33.7 | 60 | 31 | 15.9 | 26.7 | 29 | |
| DAB-DETRBackbone=ResNet-50, Epochs=1202026.03 | 33.7 | 60 | — | 15.9 | 26.7 | 29 | |
| Def-DETRBackbone=ResNet-50, Epochs=3002024.07 | 33 | 54.3 | 32 | 9.8 | 11.1 | 33.3 |