Object Detection on Pascal VOC Class Split 1 2007 (test)
77.6mAP@0.5TFA w/ cos
Evaluation Results
| Method | Links | |
|---|---|---|
| TFA w/ cosShot=1, Multiple runs=true2021.03 | 77.6 | |
| TFA w/ cosShot=10, Multiple runs=true2021.03 | 77.5 | |
| TFA w/ cosShot=5, Multiple runs=true2021.03 | 77.4 | |
| TFA w/ cosShot=3, Multiple runs=true2021.03 | 77.3 | |
| FSCEShot=1, Multiple runs=true2021.03 | 75.5 | |
| FSCEShot=10, Multiple runs=true2021.03 | 75.2 | |
| FSCEShot=5, Multiple runs=true2021.03 | 75 | |
| FSCEShot=3, Multiple runs=true2021.03 | 73.7 | |
| Meta-DETRShot=10, Multiple runs=true2021.03 | 73.5 | |
| Meta-DETRShot=5, Multiple runs=true2021.03 | 73 | |
| FsDetViewShot=10, Multiple runs=true2021.03 | 71.1 | |
| Meta-DETRShot=3, Multiple runs=true2021.03 | 70 | |
| FsDetViewShot=5, Multiple runs=true2021.03 | 69.8 | |
| MPSRShot=10, Multiple runs=true2021.03 | 69.8 | |
| FsDetViewShot=3, Multiple runs=true2021.03 | 69.4 | |
| MPSRShot=5, Multiple runs=true2021.03 | 68.2 | |
| Meta-DETRShot=1, Multiple runs=true2021.03 | 67.2 | |
| Meta-YOLOShot=1, Multiple runs=false2021.03 | 66.4 | |
| MPSRShot=3, Multiple runs=true2021.03 | 65.9 | |
| Meta-YOLOShot=3, Multiple runs=false2021.03 | 64.8 | |
| FsDetViewShot=1, Multiple runs=true2021.03 | 64.2 | |
| Meta-DETRShot=10, Run protocol=single run2021.03 | 63.6 | |
| Meta-YOLOShot=10, Multiple runs=false2021.03 | 63.6 | |
| Meta-YOLOShot=5, Multiple runs=false2021.03 | 63.4 | |
| Meta-DETRShot=10, Run protocol=multiple random runs2021.03 | 62 | |
| MPSRShot=1, Multiple runs=true2021.03 | 60.6 | |
| Meta-DETRShot=5, Run protocol=single run2021.03 | 59.2 | |
| Meta-DETRShot=3, Run protocol=single run2021.03 | 58 | |
| Meta-DETRShot=5, Run protocol=multiple random runs2021.03 | 57.4 | |
| Meta-DETRShot=3, Run protocol=multiple random runs2021.03 | 53.2 | |
| Meta-DETRShot=2, Run protocol=single run2021.03 | 51.4 | |
| Meta-DETRShot=2, Run protocol=multiple random runs2021.03 | 49 | |
| Meta-DETRShot=1, Run protocol=single run2021.03 | 40.6 | |
| Meta-DETRShot=1, Run protocol=multiple random runs2021.03 | 35.1 |