Object Detection on MSCOCO
94.5ASRYOLOv3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| YOLOv3Condition=w.2025.06 | 94.5 | 91.1 | |
| YOLOv3Condition=w.2025.06 | 94.5 | 91.1 | |
| YOLOv5Condition=w/o.2025.06 | 93.8 | 10.3 | |
| YOLOv5Condition=w/o.2025.06 | 93.8 | 10.3 | |
| YOLOv5Condition=w.2025.06 | 93.2 | 89.8 | |
| YOLOv5Condition=w.2025.06 | 93.2 | 89.8 | |
| YOLOv3Condition=w/o.2025.06 | 92.5 | 89.8 | |
| YOLOv3Condition=w/o.2025.06 | 92.5 | 89.8 | |
| YOLOv5Condition=w/o.2025.06 | 91.4 | 9.7 | |
| YOLOv5Condition=w/o.2025.06 | 91.4 | 9.7 | |
| YOLOv5Condition=w/o.2025.06 | 91.3 | 87.5 | |
| YOLOv5Condition=w/o.2025.06 | 91.3 | 87.5 | |
| EfficientDetCondition=w/o.2025.06 | 91.1 | 88.9 | |
| EfficientDetCondition=w/o.2025.06 | 91.1 | 88.9 | |
| YOLOv5Condition=w.2025.06 | 90.5 | 7.3 | |
| YOLOv5Condition=w. ∧ w/o.2025.06 | 90.5 | — | |
| YOLOv5Condition=w.2025.06 | 90.5 | 7.3 | |
| YOLOv5Condition=w. ∧ w/o.2025.06 | 90.5 | — | |
| EfficientDetCondition=w.2025.06 | 89 | 86.7 | |
| EfficientDetCondition=w.2025.06 | 89 | 86.7 | |
| YOLOv3Condition=w/o.2025.06 | 88.7 | 13.1 | |
| YOLOv3Condition=w/o.2025.06 | 88.7 | 13.1 | |
| YOLOv5Condition=w. ∧ w/o.2025.06 | 87.9 | — | |
| YOLOv5Condition=w. ∧ w/o.2025.06 | 87.9 | — | |
| YOLOv3Condition=w.2025.06 | 87.8 | 14.2 | |
| YOLOv3Condition=w.2025.06 | 87.8 | 14.2 | |
| YOLOv3Condition=w/o.2025.06 | 85.8 | 10.1 | |
| YOLOv3Condition=w/o.2025.06 | 85.8 | 10.1 | |
| YOLOv3Condition=w. ∧ w/o.2025.06 | 85.4 | — | |
| YOLOv3Condition=w. ∧ w/o.2025.06 | 85.4 | — | |
| YOLOv3Condition=w. ∧ w/o.2025.06 | 84.7 | — | |
| YOLOv3Condition=w. ∧ w/o.2025.06 | 84.7 | — | |
| EfficientDetCondition=w/o.2025.06 | 79.4 | 17.3 | |
| EfficientDetCondition=w/o.2025.06 | 79.4 | 17.3 | |
| EfficientDetCondition=w/o.2025.06 | 73.3 | 22.5 | |
| EfficientDetCondition=w/o.2025.06 | 73.3 | 22.5 | |
| EfficientDetCondition=w. ∧ w/o.2025.06 | 72 | — | |
| EfficientDetCondition=w. ∧ w/o.2025.06 | 72 | — | |
| EfficientDetCondition=w.2025.06 | 70.7 | 25.3 | |
| EfficientDetCondition=w.2025.06 | 70.7 | 25.3 | |
| EfficientDetCondition=w. ∧ w/o.2025.06 | 69.9 | — | |
| EfficientDetCondition=w. ∧ w/o.2025.06 | 69.9 | — | |
| YOLOv5Condition=w.2025.06 | 56.4 | 45.1 | |
| YOLOv5Condition=w.2025.06 | 56.4 | 45.1 | |
| EfficientDetCondition=w.2025.06 | 55.7 | 50 | |
| EfficientDetCondition=w.2025.06 | 55.7 | 50 | |
| EfficientDetCondition=w. ∧ w/o.2025.06 | 54 | — | |
| EfficientDetCondition=w. ∧ w/o.2025.06 | 54 | — | |
| YOLOv5Condition=w. ∧ w/o.2025.06 | 52.1 | — | |
| YOLOv5Condition=w. ∧ w/o.2025.06 | 52.1 | — | |
| YOLOv3Condition=w.2025.06 | 43.6 | 37.4 | |
| YOLOv3Condition=w.2025.06 | 43.6 | 37.4 | |
| YOLOv3Condition=w. ∧ w/o.2025.06 | 41.6 | — | |
| YOLOv3Condition=w. ∧ w/o.2025.06 | 41.6 | — |