Object Detection on SSDD (mAP)
97.3mAP@0.5RSTNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RSTNet2026.02 | 97.3 | — | 77.2 | 66.5 | 60.7 | 75 | 74.9 | |
| DiffusionDetYear=2023 CVPR2026.02 | 96.7 | — | 73.5 | 63.4 | 57.1 | 73.4 | 72.6 | |
| C-AFBiFPNYear=2025 arxiv2026.02 | 96.1 | — | 77.6 | 66 | 64.3 | 69.5 | 62.5 | |
| FCOSYear=2019 CVPR2026.02 | 95.9 | — | 74.1 | 63.2 | 58.7 | 71.1 | 73.6 | |
| YOLOv8Year=2023 github2026.02 | 95.9 | — | 72.5 | 63.2 | 58.8 | 72.2 | 58.4 | |
| YOLOv10Year=2024 arxiv2026.02 | 95.1 | — | 70.3 | 60.8 | 57.1 | 69.3 | 56.4 | |
| SSDYear=2016 ECCV2026.02 | 95.1 | — | 73.1 | 61.7 | 56.9 | 69.2 | 69.3 | |
| YOLOv5Year=2020 github2026.02 | 95 | — | 69.3 | 61.6 | 57.1 | 70.9 | 56 | |
| Faster RcnnYear=2015 TPAMI2026.02 | 94.8 | — | 69.8 | 61 | 58.1 | 66.8 | 56.7 | |
| RetinaNetYear=2017 TPAMI2026.02 | 93.8 | — | 67.9 | 59.5 | 55.7 | 67.2 | 62.1 | |
| MGDDetector=Faster R-CNN R182026.05 | — | 62.8 | — | — | — | — | — | |
| MGDDetector=RetinaNet R182026.05 | — | 58.7 | — | — | — | — | — | |
| MGDDetector=DETR R502026.05 | — | 37.36 | — | — | — | — | — | |
| SURGEDetector=Faster R-CNN R182026.05 | — | 68.03 | — | — | — | — | — | |
| SURGEDetector=RetinaNet R182026.05 | — | 60.33 | — | — | — | — | — | |
| SURGEDetector=DETR R502026.05 | — | 59.7 | — | — | — | — | — |