Thank you for your reply.
May I ask what weight file you are using for training? I used the weight file downloaded from Hugging Face, why is the final result AP value higher than the 91.39 mentioned in your paper?The following are the results of different weight files：
1.Model: convnext_base.fb_in22k_ft_in1k_384
Thank you for your reply. May I ask what weight file you are using for training? I used the weight file downloaded from Hugging Face, why is the final result AP value higher than the 91.39 mentioned in your paper?The following are the results of different weight files： 1.Model: convnext_base.fb_in22k_ft_in1k_384
{'input_size': (3, 224, 224), 'interpolation': 'bicubic', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'crop_pct': 0.875, 'crop_mode': 'center'} Start from: pretrained/university/convnext_base.fb_in22k_ft_in1k_384/weights_e1_0.9515.pth GPUs available: 8
Image Size Query: (384, 384) Image Size Ground: (384, 384) Mean: (0.485, 0.456, 0.406) Std: (0.229, 0.224, 0.225)
Query Images Test: 701 Gallery Images Test: 51355
------------------------------[University-1652]------------------------------ Extract Features: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:04<00:00, 1.43it/s] 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 402/402 [01:43<00:00, 3.87it/s] Compute Scores: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 701/701 [00:03<00:00, 193.97it/s] Recall@1: 95.1498 - Recall@5: 97.0043 - Recall@10: 97.4322 - Recall@top1: 99.2867 - AP: 91.3901
2.Model: convnext_base.fb_in22k_ft_in1k_384
{'input_size': (3, 224, 224), 'interpolation': 'bicubic', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'crop_pct': 0.875, 'crop_mode': 'center'} Start from: /slurm-files/sgy/code/Sample4Geo/pretrained/university/convnext_base.fb_in22k_ft_in1k_384/weights_e1_0.9501.pth GPUs available: 8
Image Size Query: (384, 384) Image Size Ground: (384, 384) Mean: (0.485, 0.456, 0.406) Std: (0.229, 0.224, 0.225)
Query Images Test: 701 Gallery Images Test: 51355
------------------------------[University-1652]------------------------------ Extract Features: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:11<00:00, 2.00s/it] 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 402/402 [03:41<00:00, 1.82it/s] Compute Scores: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 701/701 [00:06<00:00, 104.41it/s] Recall@1: 95.0071 - Recall@5: 96.7190 - Recall@10: 97.1469 - Recall@top1: 99.2867 - AP: 91.6377