Metric: mAP@0.50 (higher is better)
| # | Model↕ | mAP@0.50▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TOOD+SCALE | 79.3 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 2 | TOOD | 78.9 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 3 | YOLOv8+SCALE | 78.6 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 4 | YOLOv8 | 77.9 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 5 | VFNet+SCALE | 76.6 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 6 | VFNet | 76.4 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 7 | Faster RCNN | 76.4 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 8 | FCOS | 76.4 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 9 | FCOS+SCALE | 76.3 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 10 | RetinaNet | 75.9 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 11 | YOLOv5 | 74.1 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |
| 12 | SSD | 72.8 | No | Large, Complex, and Realistic Safety Clothing an... | 2023-06-03 | Code |