Object Detection on PascalVOC (full)
72.3VOC mAPELASTIC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELASTICMACs=86M, ↓MACs=74.9%, Params=1.36M2025.03 | 72.3 | 49.3 | |
| MCUNetV2-H7MACs=343M, ↓MACs=0%, Params=0.67M2025.03 | 68.3 | 45.3 | |
| MCUNetV2-M4MACs=172M, ↓MACs=49.9%, Params=0.47M2025.03 | 64.6 | 41.6 | |
| TY: 20-3-112MACs=54M, ↓MACs=84.3%, Params=0.89M2025.03 | 56 | 33 | |
| TY: 20-3-88MACs=32M, ↓MACs=90.7%, Params=0.58M2025.03 | 53 | 30 | |
| TY: 20-7-112MACs=70M, ↓MACs=79.6%, Params=0.91M2025.03 | 53 | 30 | |
| MCUNetMACs=168M, ↓MACs=51.0%, Params=1.2M2025.03 | 51.4 | 28.4 | |
| TY: 20-7-88MACs=44M, ↓MACs=87.2%, Params=0.58M2025.03 | 47 | 24 | |
| TY: 20-3-224MACs=218M, ↓MACs=36.4%, Params=3.34M2025.03 | 23 | 0 |