任务

1. 实现RTF数据的dataloader；
2. 完成svae和svdd分别在OCL和RTF数据集上的baseline；

Notes

在对于OCL和RTF数据集，config中增加self.img_size = (320, 1440)，用于说明输入数据的尺寸。

Results

RTF-svae

log_path: /data/szy4017/code/IOC/experiments_logs/RTF/svae/_seed_1/logs_18_03_2024_13_28_45.log

metrics:

AUC	AP
86.36%	97.51%

RTF-svdd

log_path: /data/szy4017/code/IOC/experiments_logs/RTF/svdd/_seed_1/logs_18_03_2024_13_46_59.log

metrics:

AUC	AP
59.09%	91.99%

OCL-svae

log_path: /data/szy4017/code/IOC/experiments_logs/RTF/svae/_seed_1/logs_18_03_2024_13_28_45.log

metrics:

AUC	AP
86.36%	97.51%

OCL-svdd

log_path: /data/szy4017/code/IOC/experiments_logs/RTF/svdd/_seed_1/logs_18_03_2024_13_46_59.log

metrics:

AUC	AP
59.09%	91.99%