Object Detection on NUAA-SIRST
98.1mAP@50EFLNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EFLNet2025.08 | 98.1 | 37.9 | 47.1 | |
| YOLOv8n + NS-FPN2025.08 | 97.5 | 61.6 | 58 | |
| PConv2025.08 | 96.4 | 49.9 | 54.9 | |
| YOLOv8n2025.08 | 95.6 | 40.3 | 49 | |
| DFLMF-ISTD2025.08 | 94.2 | — | 51.1 |
| Method | Links | |||
|---|---|---|---|---|
| EFLNet2025.08 | 98.1 | 37.9 | 47.1 | |
| YOLOv8n + NS-FPN2025.08 | 97.5 | 61.6 | 58 | |
| PConv2025.08 | 96.4 | 49.9 | 54.9 | |
| YOLOv8n2025.08 | 95.6 | 40.3 | 49 | |
| DFLMF-ISTD2025.08 | 94.2 | — | 51.1 |