Object Detection on TinyPerson (val)
43.6AP50^tinyFaster R-CNN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Faster R-CNNBackbone=ResNet-502026.01 | 43.6 | 48.3 | 53.5 | 43.6 | 56.7 | 64.1 | 5.4 | |
| AutoAssign w/ TOLFBackbone=ResNet-50, Base Detector=AutoAssign2026.01 | 22.1 | 7.5 | 20.8 | 33.2 | 50.3 | 57.3 | 2 | |
| AutoAssignBackbone=ResNet-502026.01 | 21 | 7.1 | 19.7 | 32.3 | 48.1 | 55 | 1.4 | |
| RetinaNet w/ TOLFBackbone=ResNet-50, Base Detector=RetinaNet2026.01 | 17.2 | 3.7 | 15.8 | 29.6 | 47.3 | 51.6 | 1.5 | |
| FCOSBackbone=ResNet-502026.01 | 16.9 | 3.9 | 12.4 | 29.3 | 36.8 | 40.5 | 1.5 | |
| RetinaNetBackbone=ResNet-502026.01 | 15.5 | 3 | 14.4 | 29.1 | 46.8 | 48.4 | 1.3 |