Oriented Object Detection on DOTA long-tailed
79.4mAP (Head)LoRA w/ debLoRA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LoRA w/ debLoRAadaptation=LoRA, long-tail strategy=debLoRA2024.10 | 79.4 | 88.5 | 73.2 | 80.4 | |
| LoRA w/ ECMadaptation=LoRA, long-tail strategy=ECM2024.10 | 78.1 | 87.4 | 68.5 | 78 | |
| LoRAadaptation=LoRA2024.10 | 77.5 | 86.3 | 66.5 | 76.7 | |
| Fine-Tuneadaptation=Fine-Tune2024.10 | 76.3 | 84.9 | 64.3 | 75.2 | |
| LoRA w/ Reweightadaptation=LoRA, long-tail strategy=Reweight2024.10 | 74.3 | 86.8 | 66.9 | 76 | |
| Zero-Shotadaptation=Zero-Shot2024.10 | 71 | 73.7 | 55.9 | 66.9 |