24-08-02 22:35:10.112 - INFO: test_data_path: /home/hyn/workspace/AIAD/VAND-APRIL-GAN/data/mvtec_anomaly_detection/data
24-08-02 22:35:10.112 - INFO: train_data_path: /home/hyn/workspace/AIAD/VAND-APRIL-GAN/data/visa
24-08-02 22:35:10.113 - INFO: save_path: ./results/mvtec2/zero_shot
24-08-02 22:35:10.113 - INFO: checkpoint_obj_path: /home/hyn/workspace/AIAD/VAND-APRIL-GAN/exps/spilt_visa0.0001/obj1/best.pth
24-08-02 22:35:10.113 - INFO: checkpoint_tex_path: /home/hyn/workspace/AIAD/VAND-APRIL-GAN/exps/spilt_visa0.0001/obj2/best.pth
24-08-02 22:35:10.113 - INFO: config_path: ./open_clip/model_configs/ViT-L-14-336.json
24-08-02 22:35:10.113 - INFO: dataset: mvtec
24-08-02 22:35:10.113 - INFO: model: ViT-L-14-336
24-08-02 22:35:10.113 - INFO: pretrained: openai
24-08-02 22:35:10.113 - INFO: features_list: [6, 12, 18, 24]
24-08-02 22:35:10.113 - INFO: image_size: 518
24-08-02 22:35:10.113 - INFO: mode: zero_shot
24-08-02 22:35:10.113 - INFO: seed: 10
24-08-02 22:51:44.105 - INFO: 
| objects    |   auroc_px |   f1_px |   ap_px |   aupro |   auroc_sp |   f1_sp |   ap_sp |
|:-----------|-----------:|--------:|--------:|--------:|-----------:|--------:|--------:|
| bottle     |       91.2 |    57.7 |    59.2 |    84.3 |       90.1 |    90.8 |    97.1 |
| cable      |       78.1 |    25.1 |    20.4 |    66.4 |       80   |    79.8 |    88.4 |
| capsule    |       95.8 |    37.8 |    35   |    92.8 |       71   |    91.1 |    92.7 |
| carpet     |       99   |    72.3 |    77.2 |    97.4 |       97.8 |    96.6 |    99.3 |
| grid       |       97.6 |    47.4 |    43.5 |    91   |       93.6 |    93.2 |    97.8 |
| hazelnut   |       96.6 |    55.3 |    56.5 |    90   |       95.3 |    90.3 |    97.4 |
| leather    |       99.4 |    60.5 |    65.2 |    99.2 |       99.9 |    99.5 |   100   |
| metal_nut  |       76.7 |    34.9 |    28.2 |    74.7 |       74.3 |    89.4 |    93.2 |
| pill       |       88.9 |    33   |    32.3 |    94.8 |       88.1 |    92.6 |    97.7 |
| screw      |       98.2 |    39.2 |    35   |    93.1 |       77.9 |    87.5 |    88.7 |
| tile       |       89.6 |    67.2 |    66   |    87   |       99.9 |    99.4 |    99.9 |
| toothbrush |       95.5 |    43.9 |    39.9 |    91.9 |       79.2 |    90.6 |    88.3 |
| transistor |       69.3 |    19.6 |    11.4 |    54.8 |       85.9 |    78   |    84.3 |
| wood       |       95.2 |    64.4 |    64.9 |    94.7 |       97.5 |    95.9 |    99.3 |
| zipper     |       95.6 |    56.3 |    57.1 |    85.4 |       84.6 |    89.4 |    95.4 |
| mean       |       91.1 |    47.6 |    46.1 |    86.5 |       87.7 |    90.9 |    94.6 |
