Focus Quality Assessment on BBBC006
0.992PLCCFluoCLIP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FluoCLIPImage Encoder=ResNet502026.02 | 0.992 | 93.05 | 0.989 | 0.08 | |
| OrdinalCLIPImage Encoder=ResNet502026.02 | 0.991 | 90.67 | 0.989 | 0.104 | |
| CEImage Encoder=ResNet502026.02 | 0.973 | 75.71 | 0.975 | 0.266 | |
| NumCLIPImage Encoder=ResNet502026.02 | 0.973 | — | 0.98 | 0.249 | |
| OEImage Encoder=ResNet502026.02 | 0.967 | 75.03 | 0.969 | 0.296 | |
| CO2Image Encoder=ResNet502026.02 | 0.965 | 68.84 | 0.968 | 0.347 | |
| QULCEImage Encoder=ResNet502026.02 | 0.962 | 75.25 | 0.965 | 0.301 | |
| FocusLiteNNImage Encoder=Original lightweight CNN architecture2026.02 | 0.618 | — | 0.657 | 1.599 |