| model name | local map | leardboard A map | config | remark |
|---|---|---|---|---|
| faster_rcnn | 0.466 | 0.45530633 | github | base faster rcnn |
| cascade_rcnn | 0.4790 | - | github | base cascade rcnn |
| atss | 0.484 | 0.48804623 | github | base atss |
| cascade_rcnn_mstrain | 0.4930 | - | github | base cascade rcnn + mstrain |
| dcn_cascade_rcnn | 0.4910 | - | github | base cascade rcnn + dcn |
| detectors_cascade_rcnn | 0.4910 | - | github | base cascade rcnn + detectors |
| fcos | 0.4690 | - | github | base fcos |
| gfl | 0.4950 | - | github | base gfl |
| gfl_cb | 0.4960 | - | github | base gfl + class balance(1e-3) |
| gfl_mstrain | 0.5040 | 0.51099049 | github | base gfl + mstrain |
| gfl_mstraintest | 0.5050 | - | github | base gfl + mstrain_test |
- base: schedules-1x, backbone-resnet50
- ms: multi scale
- cb: class balance