Classification on UniUS-Bench
86.23CarotidUSFM
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| USFMTypes=Foundation Model, #Params=86.5M, GFLOPs=33.72, Latency=2.17ms2025.10 | 86.23 | 96.72 | 72.59 | 92.59 | 78.38 | 88.33 | 75.48 | 93.74 | 85.51 | |
| TinyUSFMTypes=Foundation Model, #Params=5.5M, GFLOPs=2.16, Latency=0.39ms2025.10 | 84.32 | 96.21 | 71.45 | 91.93 | 77.7 | 87.5 | 76.33 | 93.83 | 84.91 | |
| URFMTypes=Foundation Model, #Params=86.5M, GFLOPs=33.72, Latency=2.17ms2025.10 | 83.52 | 94.95 | 70.96 | 91.74 | 76.35 | 87.83 | 74.41 | 93.5 | 84.16 | |
| MobileViTTypes=Lightweight Model, #Params=4.4M, GFLOPs=2.86, Latency=0.36ms2025.10 | 81.88 | 95.2 | 64.11 | 89.17 | 72.3 | 84.17 | 69.3 | 92.05 | 81.02 | |
| ViT-TTypes=Lightweight Model, #Params=5.5M, GFLOPs=2.16, Latency=0.39ms2025.10 | 81.88 | 90.66 | 59.05 | 88.32 | 68.92 | 70.83 | 57.57 | 86.47 | 75.46 | |
| ViT-BTypes=Conventional Model, #Params=86.5M, GFLOPs=33.72, Latency=2.17ms2025.10 | 81.16 | 89.39 | 65.91 | 86.42 | 70.27 | 79.17 | 60.98 | 86.25 | 77.44 | |
| EfficientNetTypes=Lightweight Model, #Params=7.7M, GFLOPs=1.34, Latency=0.31ms2025.10 | 78.99 | 93.43 | 67.05 | 89.36 | 74.32 | 86.67 | 67.38 | 91.96 | 81.14 | |
| ResNet50Types=Conventional Model, #Params=23.5M, GFLOPs=8.21, Latency=0.31ms2025.10 | 77.54 | 91.67 | 64.27 | 87.18 | 74.32 | 83.33 | 66.1 | 83.6 | 78.5 |