Object Detection on PSP.Ship (test)
82.5Ship ScoreExpertDet (Oriented R-CNN)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ExpertDet (Oriented R-CNN)Backbone=Swin-T, Sch.=2×, #Params.=44.6, GFLOPs=138.22026.06 | 82.5 | 81.1 | 68.5 | 68.5 | 63.4 | 60.3 | 93.9 | |
| Oriented R-CNNBackbone=Swin-T, Sch.=2×, #Params.=44.5, GFLOPs=138.22026.06 | 79.3 | 79.8 | 69.6 | 68.6 | 58.9 | 41.8 | 93.7 | |
| PCLDet (Oriented R-CNN)Backbone=Swin-T, Sch.=2×, #Params.=46.0, GFLOPs=139.82026.06 | 78.4 | 80.4 | 66 | 63.7 | 58 | 58.5 | 89.8 | |
| OM (Oriented R-CNN)Backbone=Swin-T, Sch.=2×, #Params.=45.6, GFLOPs=138.22026.06 | 77.9 | 79.2 | 67.7 | 62.8 | 56.8 | 55.3 | 93.1 | |
| PETDet (Oriented R-CNN)Backbone=Swin-T, Sch.=2×, #Params.=46.2, GFLOPs=133.02026.06 | 76.7 | 79.4 | 67.4 | 55.6 | 57.6 | 61.7 | 79.3 | |
| ISCL (Oriented R-CNN)Backbone=Swin-T, Sch.=2×, #Params.=58.2, GFLOPs=152.72026.06 | 76.4 | 80.3 | 65.9 | 71.1 | 53.8 | 44.3 | 89.8 | |
| LogN (Oriented R-CNN)Backbone=Swin-T, Sch.=2×, #Params.=44.5, GFLOPs=138.22026.06 | 71.9 | 70.5 | 70 | 62.5 | 50.5 | 48.9 | 83.3 | |
| ExpertDet (ReDet)Backbone=ReR50, Sch.=2×, #Params.=31.0, GFLOPs=60.52026.06 | 70.9 | 69.2 | 67.1 | 60.4 | 52.3 | 55.2 | 70.4 | |
| ReDetBackbone=ReR50, Sch.=2×, #Params.=30.8, GFLOPs=60.52026.06 | 68.5 | 69.7 | 67 | 56.9 | 50.4 | 50.1 | 59.7 | |
| EagleVision (Oriented R-CNN)Backbone=Swin-T, Sch.=3×, #Params.=669.0, GFLOPs=142.02026.06 | 64.5 | 61.1 | 63.4 | 59.3 | 46 | 37.4 | 75.7 | |
| RHINOBackbone=Swin-T, Sch.=2×, #Params.=51.0, GFLOPs=193.02026.06 | 63.8 | 63.8 | 55.5 | 46.5 | 50.7 | 36.4 | 68.5 | |
| ExpertDet (R. ATSS)Backbone=Swin-T, Sch.=2×, #Params.=34.2, GFLOPs=134.32026.06 | 63 | 54 | 55.8 | 48.4 | 50.4 | 54.5 | 75.9 | |
| Gliding VertexBackbone=Swin-T, Sch.=2×, #Params.=44.5, GFLOPs=138.22026.06 | 62.1 | 58 | 50.7 | 57.2 | 48 | 50.2 | 71.4 | |
| R. Faster R-CNNBackbone=Swin-T, Sch.=2×, #Params.=44.4, GFLOPs=138.02026.06 | 61.9 | 57.6 | 56.9 | 51.9 | 48.7 | 21 | 75.9 | |
| R. ATSSBackbone=Swin-T, Sch.=2×, #Params.=35.3, GFLOPs=134.32026.06 | 61 | 49.6 | 57.9 | 44.7 | 49.3 | 44.7 | 77.5 | |
| OM (R. FCOS)Backbone=Swin-T, Sch.=2×, #Params.=35.3, GFLOPs=134.42026.06 | 60.8 | 56.3 | 56 | 48.2 | 44.2 | 45.2 | 81.8 | |
| EQLv2 (Oriented R-CNN)Backbone=Swin-T, Sch.=2×, #Params.=44.5, GFLOPs=138.12026.06 | 60.3 | 62.2 | 57.2 | 41.3 | 51.5 | 26.8 | 37.1 | |
| R. FCOSBackbone=Swin-T, Sch.=2×, #Params.=35.1, GFLOPs=131.62026.06 | 59 | 47.4 | 59.9 | 48.1 | 46 | 51.5 | 66.2 | |
| R. Grounding DINOBackbone=Swin-T, Sch.=2×, #Params.=164.9, GFLOPs=152.02026.06 | 58.6 | 55.3 | 50.7 | 50 | 44.3 | 40.1 | 72.7 | |
| R. GLIPBackbone=Swin-T, Sch.=2×, #Params.=221.2, GFLOPs=150.02026.06 | 57.4 | 59.4 | 56.5 | 35.4 | 41.3 | 32.3 | 71.4 | |
| S2A-NetBackbone=Swin-T, Sch.=2×, #Params.=37.7, GFLOPs=128.12026.06 | 45.5 | 45 | 49.1 | 38.7 | 28.9 | 21.6 | 63.1 | |
| R3DetBackbone=Swin-T, Sch.=2×, #Params.=42.6, GFLOPs=237.72026.06 | 32.1 | 33.6 | 33.8 | 20.3 | 20.2 | 22.7 | 45.3 | |
| R. DeformableDETRBackbone=Swin-T, Sch.=50e, #Params.=40.9, GFLOPs=136.02026.06 | 30.1 | 30.5 | 36.2 | 18.6 | 20.9 | 15.4 | 29 | |
| R. RetinaNetBackbone=Swin-T, Sch.=2×, #Params.=37.2, GFLOPs=161.72026.06 | 24.9 | 18.3 | 32.7 | 14.6 | 19.7 | 5.9 | 31.9 | |
| R. HiCLPL (R. Faster R-CNN)Backbone=Swin-T, Sch.=2×, #Params.=46.7, GFLOPs=138.22026.06 | 16.1 | 9.7 | 21.3 | 12.9 | 10.2 | 6.5 | 34.3 |