LibreYOLO Benchmarks
Comprehensive benchmarks for LibreYOLO models. Compare accuracy and efficiency across YOLOv9 and YOLOX model families.
Accuracy vs Size
mAP@50-95 on COCO val2017 vs model parameters.
yolov9
yolox
Hardware:
Runtime:
Families:yolov9yolox
10 models
| # | Model | mAP | FPS | Latency | Params | mAP/GFLOP |
|---|---|---|---|---|---|---|
| 1 | yolox-x | 46.2% | 37.1 | 27.0ms | 99.1M | 0.3 |
| 2 | yolov9c | 44.6% | 35.9 | 27.9ms | 25.5M | 0.9 |
| 3 | yolox-l | 44.2% | 39.9 | 25.1ms | 54.2M | 0.6 |
| 4 | yolov9m | 43.6% | 35.0 | 28.6ms | 20.1M | 1.1 |
| 5 | yolox-m | 41.5% | 43.1 | 23.2ms | 25.3M | 1.1 |
| 6 | yolov9s | 38.3% | 28.0 | 35.7ms | 7.2M | 2.8 |
| 7 | yolox-s | 34.6% | 44.0 | 22.7ms | 9.0M | 2.6 |
| 8 | yolov9t | 30.2% | 23.2 | 43.0ms | 2.0M | 7.6 |
| 9 | yolox-tiny | 28.3% | 46.5 | 21.5ms | 5.1M | 3.7 |
| 10 | yolox-nano | 0.6% | 31.4 | 31.8ms | 0.9M | 0.5 |