Object Detection on Pascal VOC Foggy (test)
77.86APFR-DETR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FR-DETRApproach=Our, Params(M)=23.28, GFlops=96.04, FPS=31.92026.06 | 77.86 | 82.41 | 66.36 | |
| MGDIPApproach=Union, Params(M)=26.90, GFlops=116.45, FPS=8.12026.06 | 77.45 | 82.14 | 66.14 | |
| CPAApproach=Union, Params(M)=23.94, GFlops=217.91, FPS=13.22026.06 | 77.21 | 81.94 | 65.55 | |
| DCPTApproach=Preprocessing, Params(M)=87.98, GFlops=971.74, FPS=12.12026.06 | 76.61 | 80.93 | 65.23 | |
| DENetApproach=Union, Params(M)=20.13, GFlops=65.33, FPS=45.02026.06 | 76.39 | 81.22 | 64.24 | |
| RT-DETRApproach=Direct, Params(M)=20.09, GFlops=61.12, FPS=54.12026.06 | 76.09 | 80.93 | 63.97 | |
| MoceIRApproach=Preprocessing, Params(M)=31.57, GFlops=563.37, FPS=2.12026.06 | 75.76 | 79.84 | 64.45 | |
| HistoformerApproach=Preprocessing, Params(M)=36.71, GFlops=1075.12, FPS=1.52026.06 | 75.2 | 79.64 | 63.85 | |
| ConvIRApproach=Preprocessing, Params(M)=25.62, GFlops=546.27, FPS=16.82026.06 | 74.97 | 79.2 | 63.78 | |
| RT-DETRApproach=Preprocessing, Params(M)=20.09, GFlops=61.12, FPS=54.12026.06 | 73.24 | 77.36 | 62.14 | |
| PHATNetApproach=Preprocessing, Params(M)=23.83, GFlops=403.11, FPS=24.92026.06 | 73.17 | 76.98 | 62.4 |