Weekly Summary

1. 更换数据集对Patch Level MoCo方法进行分析
2. 使用linear probe对Patch Level MoCo方法进行分析

   Test Report

   | | VOCaug | | Cityscapes | | | —- | :—-: | :—-: | —- | —- | | | FineTune | LinearProbe | FineTune | LinearProbe | | Supervised-ImageNet-1K | 74.40% | 65.97% | 75.34% | 60.11% | | BYOL | 73.35% | 65.22% | 75.01% | 60.37% | | MoCo | 72.61% | 58.13% | 76.51% | 55.32% | | MoCo + PLMoCo(20ep) | 72.33% | 57.95% | 75.93% | 57.20% | | MoCo + PLMoCo(50ep) | 72.12% | 57.41% | 76.23% | 55.70% | | MoCo v2 | 74.04% | 64.76% | 76.71% | 61.27% | | MoCo v2 + PLMoCo(20ep) | 74.59% | 63.64% | 76.52% | 59.85% | | MoCo v2 + PLMoCo(50ep) | 74.27% | 61.68% | 76.66% | 58.85% | | PLMoCo | | | | |