Object Detection on BBBC006
80.7AP (IoU=0.5)DGNO-Cell
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DGNO-Cell2026.05 | 80.7 | 71.95 | 14.18 | 55.61 | |
| DGNO-Face2026.05 | 80.55 | 72.11 | 13.55 | 55.4 | |
| sharpCondition=Ground Truth Sharp Image2024.03 | 80.21 | 71.92 | 35.18 | 62.44 | |
| sharp2026.05 | 80.12 | 71.75 | 20.89 | 57.58 | |
| MPT+EFCR2026.05 | 79.78 | 70.26 | 11.67 | 53.5 | |
| MambaIRv22026.05 | 79.72 | 67.86 | 9.39 | 52.32 | |
| SwinIR2026.05 | 79.14 | 67.22 | 6.43 | 51.6 | |
| Restormer2026.05 | 79.1 | 69.5 | 11.22 | 52.87 | |
| MPT+EFCRexRegularization=EFCRex2024.03 | 78.65 | 68.43 | 30.19 | 59.09 | |
| MPT+EFCRRegularization=EFCR2024.03 | 78.14 | 67.91 | 29.7 | 58.58 | |
| MPTRegularization=None2024.03 | 78.08 | 67.78 | 29.56 | 58.47 | |
| RestormerBackbone=Restormer2024.03 | 77.89 | 67.03 | 27.14 | 57.35 | |
| GRL+EFCRexBackbone=GRL, Regularization=EFCRex2024.03 | 77.69 | 64.91 | 27.33 | 56.64 | |
| GRL+EFCRBackbone=GRL, Regularization=EFCR2024.03 | 77.1 | 64.4 | 26.95 | 56.15 | |
| GRLBackbone=GRL2024.03 | 77.02 | 64.33 | 26.91 | 56.09 | |
| blurCondition=Original Blurry Image2024.03 | 70.1 | 56.23 | 21.94 | 49.42 | |
| blur2026.05 | 56.72 | 30.84 | 7.08 | 31.54 |