Instance Segmentation on CTG material phase interfaces 2.0
93.85PrecisionLGA-RCM-YOLO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LGA-RCM-YOLOFPS=13.67, FLOPs=135.202026.03 | 93.85 | 74.53 | 84.4 | 58.43 | |
| YOLOv8mFPS=17.16, FLOPs=110.502026.03 | 86.83 | 72.58 | 78.9 | 49.25 | |
| YOLO11m (baseline)FPS=14.97, FLOPs=123.702026.03 | 86.68 | 71.03 | 77.98 | 49.68 | |
| YOLO12mFPS=13.99, FLOPs=123.302026.03 | 83.75 | 73.65 | 78.7 | 47.98 | |
| YOLO11nFPS=16.43, FLOPs=10.402026.03 | 73.23 | 71.2 | 73.05 | 43.5 | |
| ASPP-SOLOv2FPS=4.15, FLOPs=210.532026.03 | 58.07 | 42.05 | 58.07 | 31.88 | |
| Mask R-CNNFPS=5.45, FLOPs=75.012026.03 | 45.8 | 55.5 | 76.18 | 45.8 |