All Hardware
NVIDIA A100
NVIDIA A100-PCIE-40GB
PyTorch FP32VRAM
40 GB
FP32 Performance
19.5 TFLOPS
Power (TDP)
250W
Highest Accuracy
Top 5 models by mAP@50-95
Fastest
Top 5 models by throughput
All Models
10 models benchmarked on NVIDIA A100
| # | Model | mAP | FPS | Latency | Params |
|---|---|---|---|---|---|
| 1 | yolox-x | 46.2% | 37.1 | 27.0ms | 99.1M |
| 2 | yolov9c | 44.6% | 35.9 | 27.9ms | 25.5M |
| 3 | yolox-l | 44.2% | 39.9 | 25.1ms | 54.2M |
| 4 | yolov9m | 43.6% | 35.0 | 28.6ms | 20.1M |
| 5 | yolox-m | 41.5% | 43.1 | 23.2ms | 25.3M |
| 6 | yolov9s | 38.3% | 28.0 | 35.7ms | 7.2M |
| 7 | yolox-s | 34.6% | 44.0 | 22.7ms | 9.0M |
| 8 | yolov9t | 30.2% | 23.2 | 43.0ms | 2.0M |
| 9 | yolox-tiny | 28.3% | 46.5 | 21.5ms | 5.1M |
| 10 | yolox-nano | 0.6% | 31.4 | 31.8ms | 0.9M |