Oriented Object Detection on DIOR v1.0 (test)
58.6AP50FCOS
Evaluation Results
| Method | Links | |
|---|---|---|
| FCOSSupervision Level=RBox-supervised2023.11 | 58.6 | |
| GWDSupervision Level=RBox-supervised2023.11 | 57.8 | |
| H2RBoxSupervision Level=HBox-to-RBox2023.11 | 57 | |
| H2RBox-v2Supervision Level=HBox-to-RBox2023.11 | 56.92 | |
| RetinaNetSupervision Level=RBox-supervised2023.11 | 54.6 | |
| YOLOF-A5Supervision Level=RBox-supervised, Anchor Configuration=A5 (five anchor sizes: 16, 32, 64, 128, 256)2023.11 | 48.01 | |
| YOLOF-A1Supervision Level=RBox-supervised, Anchor Configuration=A1 (single anchor size: 128)2023.11 | 37.51 | |
| Point2RBox-SKSupervision Level=Point-to-RBox, Pattern Setting=SK (one sketch pattern per category), Anchor Configuration=A1 (single anchor size: 128), Backbone=CSPNeXt2023.11 | 27.62 | |
| Point2RBox-SKSupervision Level=Point-to-RBox, Pattern Setting=SK (one sketch pattern per category), Anchor Configuration=A1 (single anchor size: 128)2023.11 | 27.34 | |
| Point2RBox-RCSupervision Level=Point-to-RBox, Pattern Setting=RC (rectangles and circles), Anchor Configuration=A1 (single anchor size: 128)2023.11 | 24.66 | |
| P2BNet+H2RBox-v2Supervision Level=Point-to-RBox2023.11 | 23.61 | |
| P2BNet+H2RBoxSupervision Level=Point-to-RBox2023.11 | 22.59 | |
| Point2Mask-RBoxSupervision Level=Point-to-RBox2023.11 | 13.77 |