Object Detection on ESD
46.5APSalience DETR
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Salience DETRPub' Year=ours, Backbone=ResNet50, Epochs=602024.03 | 46.5 | 88.6 | 41.4 | 15.4 | 46.8 | 57.7 | 58.4 | 34 | 58.2 | 69.5 | |
| HTCPub' Year=CVPR 2019, Backbone=ResNet50, Epochs=602024.03 | 45.4 | 87.1 | 37.3 | 15.3 | 45.7 | 54.7 | 55.4 | 26.3 | 55.7 | 62.3 | |
| Cascade RCNNPub' Year=CVPR'2018, Backbone=ResNet50, Epochs=602024.03 | 44.5 | 85.8 | 39 | 14.8 | 44.6 | 55.6 | 54.4 | 17.3 | 55 | 62.3 | |
| AutoAssignPub' Year=Arxiv' 2020, Backbone=ResNet50, Epochs=602024.03 | 44.2 | 86 | 37.5 | 15.4 | 44.8 | 51.8 | 55.7 | 24.8 | 56.2 | 62.5 | |
| Faster RCNNPub' Year=NIPS'2015, Backbone=ResNet50, Epochs=602024.03 | 43.5 | 84.4 | 39.6 | 12.5 | 44.2 | 52.5 | 52 | 13.1 | 53.2 | 59 | |
| RetinaNetPub' Year=ICML'2019, Backbone=EfficientNet, Epochs=602024.03 | 43.4 | 87.2 | 35.7 | 13.4 | 43.2 | 53.2 | 53.4 | 23.8 | 53.6 | 63.4 | |
| Focus-DETRPub' Year=ICCV'2023, Backbone=ResNet50, Epochs=602024.03 | 43.3 | 88.6 | 34.3 | 11.7 | 43.3 | 57.5 | 57.2 | 21.9 | 57 | 67.4 | |
| DINOPub' Year=ICLR'2022, Backbone=ResNet50, Epochs=602024.03 | 42.5 | 87.8 | 34.1 | 12.3 | 42.1 | 57.5 | 55 | 19.4 | 54.8 | 67.2 | |
| Def-DETRPub' Year=ICLR'2020, Backbone=ResNet50, Epochs=3002024.03 | 42.3 | 85.8 | 33.8 | 15.5 | 42.4 | 51.2 | 53.6 | 24.2 | 53.9 | 61.8 | |
| H-Def-DETRPub' Year=CVPR 2023, Backbone=ResNet50, Epochs=602024.03 | 41.9 | 87.7 | 33.3 | 12 | 41.8 | 55.3 | 54.6 | 28.1 | 54 | 66.6 | |
| YOLOXPub' Year=Arxiv'2021, Backbone=CSPDarknet, Epochs=3002024.03 | 41.6 | 79.6 | 36.9 | 14.9 | 43.4 | 50 | 54.3 | 36.9 | 54.2 | 60.8 | |
| DN-Def-DETRPub' Year=CVPR 2022, Backbone=ResNet50, Epochs=602024.03 | 40.9 | 86.2 | 32.9 | 10.5 | 40.9 | 54.2 | 56.1 | 18.1 | 56.5 | 65.9 | |
| DAB-Def-DETRPub' Year=ICLR'2021, Backbone=ResNet50, Epochs=902024.03 | 39.8 | 84.6 | 30.4 | 7.4 | 40 | 55.5 | 52.4 | 9.4 | 52.9 | 66.6 |