Oriented Object Detection on MODA (test)
90.5AP (car)Roi Transformer
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Roi TransformerArchitecture=Two-stage, FLOPs=244.7G, Params=55.3M2025.12 | 90.5 | 89.3 | 75.2 | 73.3 | 68.7 | 51.8 | 44.5 | 30 | 65.4 | 43.4 | 40.7 | |
| StripRCNNArchitecture=Two-stage, FLOPs=231.8G, Params=45.2M2025.12 | 90.5 | 89 | 76.1 | 73.6 | 67.1 | 56.5 | 45.2 | 30.7 | 66.1 | 44 | 41 | |
| LSKNet-S2ANetArchitecture=One-stage, FLOPs=194.9G, Params=29.9M2025.12 | 90.5 | 89.5 | 76.1 | 72.5 | 68.6 | 51.8 | 38.9 | 43.1 | 66.4 | 41.3 | 38.6 | |
| Ori. RepPointsArchitecture=One-stage, FLOPs=213.6G, Params=36.9M2025.12 | 90.5 | 89.2 | 77.7 | 71.2 | 66.2 | 53.1 | 43 | 41.1 | 66.5 | 44.1 | 40.9 | |
| OSSDetArchitecture=One-stage, FLOPs=263.1G, Params=36.5M2025.12 | 90.5 | 89.9 | 79.2 | 72.7 | 69.7 | 58.8 | 45.3 | 45.7 | 69 | 45.9 | 42.7 | |
| GWDArchitecture=One-stage, FLOPs=233.5G, Params=36.5M2025.12 | 90.4 | 79.9 | 70.7 | 59.7 | 49.3 | 30.8 | 26.7 | 29.7 | 54.7 | 37.8 | 34.6 | |
| R3DetArchitecture=One-stage, FLOPs=362.2G, Params=42.0M2025.12 | 90.4 | 88.7 | 74 | 63.8 | 57.8 | 45.1 | 29.4 | 32.2 | 60.2 | 36.7 | 34.8 | |
| S2ANetArchitecture=One-stage, FLOPs=216.5G, Params=38.8M2025.12 | 90.4 | 88.7 | 74.4 | 69.1 | 62.7 | 48.9 | 30.1 | 40.7 | 63.1 | 38.7 | 36.7 | |
| R3Det-KLDArchitecture=One-stage, FLOPs=306.7G, Params=39.6M2025.12 | 90.4 | 88.7 | 74.8 | 66.6 | 60.9 | 42.6 | 29.8 | 35.5 | 61.1 | 39.4 | 36.8 | |
| CFAArchitecture=One-stage, FLOPs=213.6G, Params=36.9M2025.12 | 90.4 | 89 | 76.7 | 69.7 | 64.4 | 55.1 | 43.1 | 41.5 | 66.2 | 43.2 | 40.6 | |
| Gliding VertexArchitecture=Two-stage, FLOPs=230.8G, Params=41.4M2025.12 | 90.3 | 89.1 | 73.8 | 69.5 | 66 | 46.7 | 41.4 | 22.6 | 62.4 | 35.7 | 34.7 | |
| S2ADetArchitecture=One-stage, FLOPs=406.0G, Params=65.2M, originally_designed_for_multispectral=true2025.12 | 90.3 | 86.6 | 72.1 | 71.3 | 57.2 | 54.1 | 35 | 40.8 | 63.5 | 41.1 | 38.9 | |
| Rot. FCOSArchitecture=One-stage, FLOPs=226.9G, Params=32.2M2025.12 | 90.3 | 86.3 | 75.2 | 71.2 | 59 | 53.8 | 34.7 | 37.4 | 63.5 | 41.8 | 39.1 |