Oriented Object Detection on STAR (test)
39.45APMona
Evaluation Results
| Method | Links | |
|---|---|---|
| MonaPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=MONA2024.08 | 39.45 | |
| CoLinBackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 39.22 | |
| Full Fine-tuningPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=FULL2024.08 | 38.63 | |
| FULLBackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 38.63 | |
| AdapterPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=ADAPTER2024.08 | 37.97 | |
| ADAPTERBackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 37.97 | |
| LoRANDPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=LORAND2024.08 | 36.44 | |
| LORANDBackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 36.44 | |
| AdaptFormerPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=ADAPTFORMER2024.08 | 35.95 | |
| ADAPTFORMERBackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 35.95 | |
| BitFitPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=BITFIT2024.08 | 34.51 | |
| BITFITBackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 34.51 | |
| Partial-1Pre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=PARTIAL-12024.08 | 33.96 | |
| PARTIAL-1Backbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 33.96 | |
| LoRAPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=LORA2024.08 | 33.8 | |
| LORABackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 33.8 | |
| NormTuningPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=NORMTUNING2024.08 | 33.13 | |
| NORMTUNINGBackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 33.13 | |
| MonaPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=MONA2024.08 | 31.34 | |
| CoLinBackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 31.14 | |
| MonaPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=MONA2024.08 | 30.9 | |
| FixedPre-trained Backbone=Swin-B, Framework=Oriented R-CNN, Base Detector=Faster R-CNN, Tuning Strategy=FIXED2024.08 | 30.83 | |
| FIXEDBackbone=Swin-B (89M), Detector Architecture=Oriented R-CNN (Faster R-CNN)2026.02 | 30.83 | |
| CoLinBackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 30.68 | |
| AdapterPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=ADAPTER2024.08 | 30.35 | |
| ADAPTERBackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 30.35 | |
| Full Fine-tuningPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=FULL2024.08 | 30.33 | |
| FULLBackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 30.33 | |
| Full Fine-tuningPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=FULL2024.08 | 30.29 | |
| FULLBackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 30.29 | |
| AdapterPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=ADAPTER2024.08 | 30.24 | |
| ADAPTERBackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 30.24 | |
| AdaptFormerPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=ADAPTFORMER2024.08 | 30.11 | |
| ADAPTFORMERBackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 30.11 | |
| LoRANDPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=LORAND2024.08 | 29.83 | |
| LORANDBackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 29.83 | |
| BitFitPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=BITFIT2024.08 | 29.41 | |
| BITFITBackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 29.41 | |
| AdaptFormerPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=ADAPTFORMER2024.08 | 29.36 | |
| ADAPTFORMERBackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 29.36 | |
| LoRAPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=LORA2024.08 | 28.95 | |
| LORABackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 28.95 | |
| Partial-1Pre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=PARTIAL-12024.08 | 28.89 | |
| PARTIAL-1Backbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 28.89 | |
| LoRANDPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=LORAND2024.08 | 28.85 | |
| LORANDBackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 28.85 | |
| Partial-1Pre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=PARTIAL-12024.08 | 28.53 | |
| PARTIAL-1Backbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 28.53 | |
| BitFitPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=BITFIT2024.08 | 28.17 | |
| BITFITBackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 28.17 | |
| NormTuningPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=NORMTUNING2024.08 | 27.79 | |
| NORMTUNINGBackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 27.79 | |
| LoRAPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=LORA2024.08 | 27.48 | |
| LORABackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 27.48 | |
| NormTuningPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=NORMTUNING2024.08 | 27.12 | |
| NORMTUNINGBackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 27.12 | |
| FixedPre-trained Backbone=Swin-B, Framework=H2RBox-v2, Base Detector=FCOS, Tuning Strategy=FIXED2024.08 | 26.01 | |
| FIXEDBackbone=Swin-B (89M), Detector Architecture=H2RBox-v2 (FCOS)2026.02 | 26.01 | |
| FixedPre-trained Backbone=Swin-B, Framework=KLD, Base Detector=RetinaNet, Tuning Strategy=FIXED2024.08 | 23.81 | |
| FIXEDBackbone=Swin-B (89M), Detector Architecture=KLD (RetinaNet)2026.02 | 23.81 |