Object Detection on NWPU-10 (test)
91.7Recall @ IoU=0.5GW-VLM-Llama
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GW-VLM-Llamabackbone=Llama2026.01 | 91.7 | 93.23 | 92.46 | 20 | 23.21 | 21.74 | 75.81 | 79.06 | 77.4 | |
| LAEPublication=AAAI 20252026.01 | 86.7 | 93.16 | 89.82 | 14.5 | 15.78 | 15.12 | 67.64 | 72.25 | 69.87 | |
| GW-VLM-Qwenbackbone=Qwen2026.01 | 85.8 | 97.07 | 91.09 | 19.3 | 24.31 | 21.52 | 71.14 | 82.08 | 76.22 | |
| LLaMA-UnidetectorPublication=TGRS 20252026.01 | 69.6 | 75.81 | 72.57 | 10.6 | 14.44 | 12.22 | 50.84 | 54.44 | 52.58 | |
| Rex-omniPublication=arxiv 20252026.01 | 58.3 | 29.34 | 39.03 | 2.96 | 1.49 | 1.98 | 39.6 | 19.93 | 26.51 | |
| Training-freePublication=arxiv 20252026.01 | 44 | 42.69 | 43.33 | 1 | 1.04 | 1.02 | 32 | 25.11 | 28.14 | |
| GLIPPublication=CVPR 20222026.01 | 38.89 | 9.2 | 14.88 | 3.57 | 0.84 | 1.37 | 27.23 | 6.44 | 10.41 | |
| InstructSAMPublication=NeurIPS 20252026.01 | 36 | 47.22 | 40.85 | 1 | 2.06 | 1.35 | 24.52 | 33.33 | 28.25 | |
| Grounding DINOPublication=ECCV 20242026.01 | 21.98 | 0.45 | 0.88 | 0.48 | 0.01 | 0.02 | 10.81 | 0.22 | 0.43 | |
| YOLO-WorldPublication=CVPR 20242026.01 | 16.4 | 20.29 | 18.14 | 0.5 | 1.38 | 0.73 | 11.19 | 14.26 | 12.54 |