Object Detection on PASCAL VOC 2007 (test) (Small Object Class APs)
68.6AP (Small Bottle)EEEA-Net-C2
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EEEA-Net-C2Framework=YOLOv4, Params (M)=31.15, FLOPS (M)=55402021.08 | 68.6 | 56.7 | 81.8 | |
| MobileNet-V3Framework=YOLOv4, Params (M)=47.30, FLOPS (M)=85202021.08 | 68.2 | 50.7 | 78.9 | |
| MobileNet-V2Framework=YOLOv4, Params (M)=46.34, FLOPS (M)=87402021.08 | 66.4 | 58.4 | 81.5 | |
| NASNetFramework=SSDLite, Params (M)=5.22, FLOPS (M)=12382021.08 | 41.5 | 46.1 | 71.6 | |
| EEEA-Net-C2Framework=SSDLite, Params (M)=5.57, FLOPS (M)=6372021.08 | 40.9 | 48.9 | 71.7 | |
| DARTSFramework=SSDLite, Params (M)=4.73, FLOPS (M)=11382021.08 | 38.3 | 49.3 | 71.2 | |
| MobileNet-V3Framework=SSDLite, Params (M)=3.82, FLOPS (M)=4852021.08 | 38.1 | 45.6 | 69.2 | |
| MobileNet-V2Framework=SSDLite, Params (M)=3.30, FLOPS (M)=6802021.08 | 37.9 | 43.9 | 69.4 | |
| MnasNetFramework=SSDLite, Params (M)=4.18, FLOPS (M)=7082021.08 | 37.7 | 44.4 | 69.6 | |
| ShuffleNet-V2Framework=SSDLite, Params (M)=2.17, FLOPS (M)=3552021.08 | 29.9 | 38.1 | 65.4 |