Object Detection on Pascal VOC 2007 (Overall Average Test)
50.2mAP@0.5Meta-DETR
Evaluation results
| Method | Links | |
|---|---|---|
| Meta-DETRRun protocol=single run2021.03 | 50.2 | |
| FSCERun protocol=single run, Multi-scale features=true2021.03 | 46.6 | |
| Meta-DETRRun protocol=multiple random runs2021.03 | 45.8 | |
| SRR-FSDRun protocol=single run2021.03 | 44.8 | |
| CMERun protocol=single run, Multi-scale features=true2021.03 | 44.4 | |
| MPSRRun protocol=single run, Multi-scale features=true2021.03 | 43.3 | |
| FSCERun protocol=multiple random runs, Multi-scale features=true2021.03 | 41.2 | |
| TFA w/ cos + HallucRun protocol=single run2021.03 | 40.6 | |
| TFA w/ cosRun protocol=single run, Multi-scale features=true2021.03 | 39.9 | |
| DCNetRun protocol=multiple random runs, External data=true2021.03 | 39.2 | |
| MPSRRun protocol=multiple random runs, Multi-scale features=true, Re-evaluated=true2021.03 | 39.1 | |
| FsDetViewRun protocol=multiple random runs2021.03 | 36.7 | |
| TFA w/ cosRun protocol=multiple random runs, Multi-scale features=true2021.03 | 34.7 | |
| Meta R-CNNRun protocol=single run2021.03 | 31.1 | |
| Meta DetRun protocol=single run2021.03 | 31 | |
| RepMetRun protocol=single run, Multi-scale features=true2021.03 | 30.8 | |
| Meta-YOLORun protocol=single run2021.03 | 28.4 | |
| Deformable-DETR-ft-fullRun protocol=multiple random runs, Multi-scale features=true2021.03 | 23.2 | |
| FRCN-ft-fullRun protocol=multiple random runs, Multi-scale features=true2021.03 | 19.9 | |
| LSTDRun protocol=single run2021.03 | 17.1 |