search

FuNz-0 / PromptAD

Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection
The Unlicense
85 stars 4 forks source link

run_seg.py shots有什么含义？ #8

Closed Drm-hello closed 3 months ago

Drm-hello commented 3 months ago

从代码看就是单纯的控制循环次数，每个类别在不同的循环里跑出来的结果都是一样的，所以设计成[1,2,4]有什么特殊含义吗？它并没有按照论文所说的那样起作用 1-shot Object:carpet =========================== Pixel-AUROC:99.53 Object:grid =========================== Pixel-AUROC:98.14 Object:leather =========================== Pixel-AUROC:99.39 Object:tile =========================== Pixel-AUROC:96.05 Object:wood =========================== Pixel-AUROC:95.82 Object:bottle =========================== Pixel-AUROC:97.31 Object:cable =========================== Pixel-AUROC:94.3 Object:capsule =========================== Pixel-AUROC:95.35 Object:hazelnut =========================== Pixel-AUROC:98.28 Object:metal_nut =========================== Pixel-AUROC:91.6 Object:pill =========================== Pixel-AUROC:93.61 Object:screw =========================== Pixel-AUROC:93.63 Object:toothbrush =========================== Pixel-AUROC:98.71 Object:transistor =========================== Pixel-AUROC:85.68 Object:zipper =========================== Pixel-AUROC:94.05

2-shot Object:carpet =========================== Pixel-AUROC:99.53 Object:grid =========================== Pixel-AUROC:98.14 Object:leather =========================== Pixel-AUROC:99.39 Object:tile =========================== Pixel-AUROC:96.05 Object:wood =========================== Pixel-AUROC:95.82 Object:bottle =========================== Pixel-AUROC:97.31 Object:cable =========================== Pixel-AUROC:94.3 Object:capsule =========================== Pixel-AUROC:95.35 Object:hazelnut =========================== Pixel-AUROC:98.28 Object:metal_nut =========================== Pixel-AUROC:91.6 Object:pill =========================== Pixel-AUROC:93.61 Object:screw =========================== Pixel-AUROC:93.63 Object:toothbrush =========================== Pixel-AUROC:98.71 Object:transistor =========================== Pixel-AUROC:85.68 Object:zipper =========================== Pixel-AUROC:94.05

4-shot Object:carpet =========================== Pixel-AUROC:99.53 Object:grid =========================== Pixel-AUROC:98.14 Object:leather =========================== Pixel-AUROC:99.39 Object:tile =========================== Pixel-AUROC:96.05 Object:wood =========================== Pixel-AUROC:95.82 Object:bottle =========================== Pixel-AUROC:97.31 Object:cable =========================== Pixel-AUROC:94.3 Object:capsule =========================== Pixel-AUROC:95.35 Object:hazelnut =========================== Pixel-AUROC:98.28 Object:metal_nut =========================== Pixel-AUROC:91.6 Object:pill =========================== Pixel-AUROC:93.61 Object:screw =========================== Pixel-AUROC:93.63 Object:toothbrush =========================== Pixel-AUROC:98.71 Object:transistor =========================== Pixel-AUROC:85.68 Object:zipper =========================== Pixel-AUROC:94.05

另外，以默认参数运行run_seg.py，得到的pixel-level的AUROC达不到论文精度，相差较远，是否有什么特别的设定需要更改

FuNz-0 commented 3 months ago

你好： 应该是还有一个k-shot的超参数，我们整理代码的时候遗漏掉了，多谢提醒，已修改。

@.***

发件人： Drm-hello 发送时间： 2024-06-04 10:29 收件人： FuNz-0/PromptAD 抄送： Subscribed 主题： [FuNz-0/PromptAD] run_seg.py shots有什么含义？ (Issue #8) 从代码看就是单纯的控制循环次数，不同类别跑出来的结果也都是一样，所以设计成[1,2,4]有什么特殊含义吗？ ― Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you are subscribed to this thread.Message ID: @.***>