92 lines
2.4 KiB
JSON
92 lines
2.4 KiB
JSON
[
|
|
{
|
|
"backbone": "vgg16",
|
|
"attention": "none",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 3.521108627319336,
|
|
"single_ms_std": 0.046391526086057476,
|
|
"fpn_ms_mean": 6.904315948486328,
|
|
"fpn_ms_std": 0.07348606737896927,
|
|
"runs": 5
|
|
},
|
|
{
|
|
"backbone": "vgg16",
|
|
"attention": "se",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 3.5547256469726562,
|
|
"single_ms_std": 0.021400693902261316,
|
|
"fpn_ms_mean": 6.902885437011719,
|
|
"fpn_ms_std": 0.04471842833891526,
|
|
"runs": 5
|
|
},
|
|
{
|
|
"backbone": "vgg16",
|
|
"attention": "cbam",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 3.7161827087402344,
|
|
"single_ms_std": 0.05841117000891556,
|
|
"fpn_ms_mean": 6.91981315612793,
|
|
"fpn_ms_std": 0.05035328142052411,
|
|
"runs": 5
|
|
},
|
|
{
|
|
"backbone": "resnet34",
|
|
"attention": "none",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 2.284574508666992,
|
|
"single_ms_std": 0.02460100824914029,
|
|
"fpn_ms_mean": 2.7038097381591797,
|
|
"fpn_ms_std": 0.003999751467802195,
|
|
"runs": 5
|
|
},
|
|
{
|
|
"backbone": "resnet34",
|
|
"attention": "se",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 2.3165225982666016,
|
|
"single_ms_std": 0.020921362770508985,
|
|
"fpn_ms_mean": 2.7238845825195312,
|
|
"fpn_ms_std": 0.020216096042230385,
|
|
"runs": 5
|
|
},
|
|
{
|
|
"backbone": "resnet34",
|
|
"attention": "cbam",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 2.4497509002685547,
|
|
"single_ms_std": 0.05221029383930219,
|
|
"fpn_ms_mean": 2.716398239135742,
|
|
"fpn_ms_std": 0.004755479550958438,
|
|
"runs": 5
|
|
},
|
|
{
|
|
"backbone": "efficientnet_b0",
|
|
"attention": "none",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 3.581380844116211,
|
|
"single_ms_std": 0.07765752449657702,
|
|
"fpn_ms_mean": 4.308557510375977,
|
|
"fpn_ms_std": 0.052167292688360074,
|
|
"runs": 5
|
|
},
|
|
{
|
|
"backbone": "efficientnet_b0",
|
|
"attention": "se",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 3.658151626586914,
|
|
"single_ms_std": 0.06563410163450095,
|
|
"fpn_ms_mean": 4.302692413330078,
|
|
"fpn_ms_std": 0.03982900643726076,
|
|
"runs": 5
|
|
},
|
|
{
|
|
"backbone": "efficientnet_b0",
|
|
"attention": "cbam",
|
|
"places": "backbone_high",
|
|
"single_ms_mean": 3.838968276977539,
|
|
"single_ms_std": 0.08186328888820248,
|
|
"fpn_ms_mean": 4.266786575317383,
|
|
"fpn_ms_std": 0.026517634201088852,
|
|
"runs": 5
|
|
}
|
|
] |