Jiao77/RoRD-Layout-Recognation
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

添加数据增强方案以及扩散生成模型的想法

Browse Source
This commit is contained in:
Jiao77
2025-10-20 21:14:03 +08:00
parent d6d00cf088
commit 08f488f0d8
22 changed files with 1903 additions and 190 deletions
Download Patch File Download Diff File Expand all files Collapse all files

92
benchmark_grid.json Normal file
View File

@@ -0,0 +1,92 @@
[
{
"backbone": "vgg16",
"attention": "none",
"places": "backbone_high,desc_head",
"single_ms_mean": 351.6519069671631,
"single_ms_std": 1.8778125281542124,
"fpn_ms_mean": 719.3304697672526,
"fpn_ms_std": 3.949980966745213,
"runs": 3
},
{
"backbone": "vgg16",
"attention": "se",
"places": "backbone_high,desc_head",
"single_ms_mean": 349.7585455576579,
"single_ms_std": 1.9950684383137551,
"fpn_ms_mean": 721.4130560557047,
"fpn_ms_std": 2.7448351792281374,
"runs": 3
},
{
"backbone": "vgg16",
"attention": "cbam",
"places": "backbone_high,desc_head",
"single_ms_mean": 354.4490337371826,
"single_ms_std": 1.4903953036396786,
"fpn_ms_mean": 744.7629769643148,
"fpn_ms_std": 29.3233387791729,
"runs": 3
},
{
"backbone": "resnet34",
"attention": "none",
"places": "backbone_high,desc_head",
"single_ms_mean": 90.98696708679199,
"single_ms_std": 0.41179110533866975,
"fpn_ms_mean": 117.2173023223877,
"fpn_ms_std": 0.40632490569423124,
"runs": 3
},
{
"backbone": "resnet34",
"attention": "se",
"places": "backbone_high,desc_head",
"single_ms_mean": 90.78375498453777,
"single_ms_std": 0.4705899743190883,
"fpn_ms_mean": 115.90576171875,
"fpn_ms_std": 1.3081578935341862,
"runs": 3
},
{
"backbone": "resnet34",
"attention": "cbam",
"places": "backbone_high,desc_head",
"single_ms_mean": 96.49538993835449,
"single_ms_std": 3.17170034860506,
"fpn_ms_mean": 111.08938852945964,
"fpn_ms_std": 1.0126843546619573,
"runs": 3
},
{
"backbone": "efficientnet_b0",
"attention": "none",
"places": "backbone_high,desc_head",
"single_ms_mean": 40.451606114705406,
"single_ms_std": 1.5293525027201111,
"fpn_ms_mean": 127.30161348978679,
"fpn_ms_std": 0.08508800981401025,
"runs": 3
},
{
"backbone": "efficientnet_b0",
"attention": "se",
"places": "backbone_high,desc_head",
"single_ms_mean": 46.480417251586914,
"single_ms_std": 0.2622188910897682,
"fpn_ms_mean": 142.35099156697592,
"fpn_ms_std": 6.611047958580852,
"runs": 3
},
{
"backbone": "efficientnet_b0",
"attention": "cbam",
"places": "backbone_high,desc_head",
"single_ms_mean": 47.10610707600912,
"single_ms_std": 0.47150733957171853,
"fpn_ms_mean": 150.99199612935385,
"fpn_ms_std": 12.465987661773038,
"runs": 3
}
]