Object Detection on SIMD
83AP50FBRT-YOLO-X
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FBRT-YOLO-XParam=22.8M, FLOPs=185.8G2025.09 | 83 | 66.2 | |
| DEIM-D-FINE-SParam=10.2M, FLOPs=24.9G2025.09 | 82 | 66.2 | |
| FMC-DETR-BParam=17.4M, FLOPs=62.9G2025.09 | 80.9 | 66.6 | |
| HPS-DETRParam=15.5M, FLOPs=68.3G2025.09 | 79.8 | 63.5 | |
| EMSD-DETRParam=18.4M, FLOPs=68.3G2025.09 | 79.4 | 64.3 | |
| RT-DETR-R18Param=20.0M, FLOPs=60.0G2025.09 | 78.6 | 63.7 | |
| YOLOv8-LParam=43.7M, FLOPs=165.2G2025.09 | 78.1 | 63.1 | |
| YOLOv9-MParam=20.0M, FLOPs=76.3G2025.09 | 76.6 | 62.2 | |
| Deform DETRParam=40.0M, FLOPs=196.0G2025.09 | 75.6 | 59.7 | |
| RS-MPODPrompt=visual–322026.02 | 30.6 | — | |
| RS-MPODPrompt=multimodal2026.02 | 29.2 | — | |
| LAE-DINOPrompt=text2026.02 | 20.5 | — | |
| GroundingDINOPrompt=text2026.02 | 17.7 | — | |
| RS-MPODPrompt=text2026.02 | 16.4 | — |