论文复现

[quyuan2744]

你好，我尝试使用med_pretrain_29.pth去复现论文在VQA_RAD上的结果，发现与论文中的准确率相差好几个点。请问如何修改呀（代码没有改动）

[{"Epoch": 1, "Overall": 32.15, "CLOSED": 50.74, "OPEN": 3.91}, {"Epoch": 2, "Overall": 39.69, "CLOSED": 56.99, "OPEN": 13.41}, {"Epoch": 3, "Overall": 46.12, "CLOSED": 64.34, "OPEN": 18.44}, {"Epoch": 4, "Overall": 53.66, "CLOSED": 74.26, "OPEN": 22.35}, {"Epoch": 5, "Overall": 56.32, "CLOSED": 73.9, "OPEN": 29.61}, {"Epoch": 6, "Overall": 58.09, "CLOSED": 72.79, "OPEN": 35.75}, {"Epoch": 7, "Overall": 64.3, "CLOSED": 78.31, "OPEN": 43.02}, {"Epoch": 8, "Overall": 66.96, "CLOSED": 79.78, "OPEN": 47.49}, {"Epoch": 11, "Overall": 68.51, "CLOSED": 78.68, "OPEN": 53.07}, {"Epoch": 12, "Overall": 69.18, "CLOSED": 77.57, "OPEN": 56.42}, {"Epoch": 20, "Overall": 69.18, "CLOSED": 76.84, "OPEN": 57.54}, {"Epoch": 18, "Overall": 69.62, "CLOSED": 77.57, "OPEN": 57.54}, {"Epoch": 17, "Overall": 69.84, "CLOSED": 76.47, "OPEN": 59.78}, {"Epoch": 9, "Overall": 70.29, "CLOSED": 82.35, "OPEN": 51.96}, {"Epoch": 13, "Overall": 70.73, "CLOSED": 80.88, "OPEN": 55.31}, {"Epoch": 16, "Overall": 70.73, "CLOSED": 79.04, "OPEN": 58.1}, {"Epoch": 19, "Overall": 70.95, "CLOSED": 77.57, "OPEN": 60.89}, {"Epoch": 21, "Overall": 70.95, "CLOSED": 78.31, "OPEN": 59.78}, {"Epoch": 22, "Overall": 70.95, "CLOSED": 78.68, "OPEN": 59.22}, {"Epoch": 23, "Overall": 70.95, "CLOSED": 77.94, "OPEN": 60.34}, {"Epoch": 30, "Overall": 70.95, "CLOSED": 77.94, "OPEN": 60.34}, {"Epoch": 14, "Overall": 71.18, "CLOSED": 79.41, "OPEN": 58.66}, {"Epoch": 26, "Overall": 71.4, "CLOSED": 78.68, "OPEN": 60.34}, {"Epoch": 28, "Overall": 71.4, "CLOSED": 78.31, "OPEN": 60.89}, {"Epoch": 10, "Overall": 71.62, "CLOSED": 81.25, "OPEN": 56.98}, {"Epoch": 29, "Overall": 71.62, "CLOSED": 78.31, "OPEN": 61.45}, {"Epoch": 25, "Overall": 71.84, "CLOSED": 79.04, "OPEN": 60.89}, {"Epoch": 31, "Overall": 71.84, "CLOSED": 78.68, "OPEN": 61.45}, {"Epoch": 32, "Overall": 71.84, "CLOSED": 78.68, "OPEN": 61.45}, {"Epoch": 37, "Overall": 71.84, "CLOSED": 78.31, "OPEN": 62.01}, {"Epoch": 15, "Overall": 72.06, "CLOSED": 79.78, "OPEN": 60.34}, {"Epoch": 24, "Overall": 72.06, "CLOSED": 79.78, "OPEN": 60.34}, {"Epoch": 27, "Overall": 72.06, "CLOSED": 79.41, "OPEN": 60.89}, {"Epoch": 34, "Overall": 72.06, "CLOSED": 78.68, "OPEN": 62.01}, {"Epoch": 35, "Overall": 72.28, "CLOSED": 78.31, "OPEN": 63.13}, {"Epoch": 36, "Overall": 72.28, "CLOSED": 78.68, "OPEN": 62.57}, {"Epoch": 38, "Overall": 72.28, "CLOSED": 79.04, "OPEN": 62.01}, {"Epoch": 39, "Overall": 72.28, "CLOSED": 79.04, "OPEN": 62.01}, {"Epoch": 40, "Overall": 72.28, "CLOSED": 79.04, "OPEN": 62.01}, {"Epoch": 33, "Overall": 72.51, "CLOSED": 79.41, "OPEN": 62.01}]

[JohnMiao1]

你好，我尝试使用med_pretrain_29.pth去复现论文在VQA_RAD上的结果，发现与论文中的准确率相差好几个点。请问如何修改呀（代码没有改动）

[{"Epoch": 1, "Overall": 32.15, "CLOSED": 50.74, "OPEN": 3.91}, {"Epoch": 2, "Overall": 39.69, "CLOSED": 56.99, "OPEN": 13.41}, {"Epoch": 3, "Overall": 46.12, "CLOSED": 64.34, "OPEN": 18.44}, {"Epoch": 4, "Overall": 53.66, "CLOSED": 74.26, "OPEN": 22.35}, {"Epoch": 5, "Overall": 56.32, "CLOSED": 73.9, "OPEN": 29.61}, {"Epoch": 6, "Overall": 58.09, "CLOSED": 72.79, "OPEN": 35.75}, {"Epoch": 7, "Overall": 64.3, "CLOSED": 78.31, "OPEN": 43.02}, {"Epoch": 8, "Overall": 66.96, "CLOSED": 79.78, "OPEN": 47.49}, {"Epoch": 11, "Overall": 68.51, "CLOSED": 78.68, "OPEN": 53.07}, {"Epoch": 12, "Overall": 69.18, "CLOSED": 77.57, "OPEN": 56.42}, {"Epoch": 20, "Overall": 69.18, "CLOSED": 76.84, "OPEN": 57.54}, {"Epoch": 18, "Overall": 69.62, "CLOSED": 77.57, "OPEN": 57.54}, {"Epoch": 17, "Overall": 69.84, "CLOSED": 76.47, "OPEN": 59.78}, {"Epoch": 9, "Overall": 70.29, "CLOSED": 82.35, "OPEN": 51.96}, {"Epoch": 13, "Overall": 70.73, "CLOSED": 80.88, "OPEN": 55.31}, {"Epoch": 16, "Overall": 70.73, "CLOSED": 79.04, "OPEN": 58.1}, {"Epoch": 19, "Overall": 70.95, "CLOSED": 77.57, "OPEN": 60.89}, {"Epoch": 21, "Overall": 70.95, "CLOSED": 78.31, "OPEN": 59.78}, {"Epoch": 22, "Overall": 70.95, "CLOSED": 78.68, "OPEN": 59.22}, {"Epoch": 23, "Overall": 70.95, "CLOSED": 77.94, "OPEN": 60.34}, {"Epoch": 30, "Overall": 70.95, "CLOSED": 77.94, "OPEN": 60.34}, {"Epoch": 14, "Overall": 71.18, "CLOSED": 79.41, "OPEN": 58.66}, {"Epoch": 26, "Overall": 71.4, "CLOSED": 78.68, "OPEN": 60.34}, {"Epoch": 28, "Overall": 71.4, "CLOSED": 78.31, "OPEN": 60.89}, {"Epoch": 10, "Overall": 71.62, "CLOSED": 81.25, "OPEN": 56.98}, {"Epoch": 29, "Overall": 71.62, "CLOSED": 78.31, "OPEN": 61.45}, {"Epoch": 25, "Overall": 71.84, "CLOSED": 79.04, "OPEN": 60.89}, {"Epoch": 31, "Overall": 71.84, "CLOSED": 78.68, "OPEN": 61.45}, {"Epoch": 32, "Overall": 71.84, "CLOSED": 78.68, "OPEN": 61.45}, {"Epoch": 37, "Overall": 71.84, "CLOSED": 78.31, "OPEN": 62.01}, {"Epoch": 15, "Overall": 72.06, "CLOSED": 79.78, "OPEN": 60.34}, {"Epoch": 24, "Overall": 72.06, "CLOSED": 79.78, "OPEN": 60.34}, {"Epoch": 27, "Overall": 72.06, "CLOSED": 79.41, "OPEN": 60.89}, {"Epoch": 34, "Overall": 72.06, "CLOSED": 78.68, "OPEN": 62.01}, {"Epoch": 35, "Overall": 72.28, "CLOSED": 78.31, "OPEN": 63.13}, {"Epoch": 36, "Overall": 72.28, "CLOSED": 78.68, "OPEN": 62.57}, {"Epoch": 38, "Overall": 72.28, "CLOSED": 79.04, "OPEN": 62.01}, {"Epoch": 39, "Overall": 72.28, "CLOSED": 79.04, "OPEN": 62.01}, {"Epoch": 40, "Overall": 72.28, "CLOSED": 79.04, "OPEN": 62.01}, {"Epoch": 33, "Overall": 72.51, "CLOSED": 79.41, "OPEN": 62.01}]

你好，我也想复现一下这个方法，请问你的训练和验证的划分是怎么划的呀？