Classification on INTSD
78.89APLENS-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LENS-NetFPS=62.44, Parameters (Total)=439.37, Parameters (Trainable)=11.752025.11 | 78.89 | 75.56 | 88.59 | |
| YOLO-TSFPS=63.36, Parameters (Total)=23.39, Parameters (Trainable)=23.392025.11 | 75.08 | 74.43 | 89.7 | |
| Rishabh et al.FPS=60.25, Parameters (Total)=26.87, Parameters (Trainable)=26.852025.11 | 74.49 | 69.98 | 88.21 | |
| DeITFPS=136.98, Parameters (Total)=85.83, Parameters (Trainable)=85.832025.11 | 65.89 | 59.69 | 82.13 | |
| CLIPFPS=72.37, Parameters (Total)=434.04, Parameters (Trainable)=12.852025.11 | 65.25 | 68.11 | 82.49 | |
| BLIPFPS=75.37, Parameters (Total)=4060.87, Parameters (Trainable)=8.932025.11 | 49.33 | 47.81 | 69.9 | |
| YOLOv12-LFPS=59.14, Parameters (Total)=26.48, Parameters (Trainable)=26.482025.11 | 45.7 | 39.6 | 67.66 | |
| YOLOv10-LFPS=64.37, Parameters (Total)=25.83, Parameters (Trainable)=25.832025.11 | 37.24 | 26.51 | 70.32 |