【mmdetection中使用COCO预训练模型AP排名】
mmdetection3.0.0中使用COCO预训练模型AP排名
其中：Name为具体模型型号，Subfolder为configs下的文件夹名称
附录为提取脚本，需要的自取
- Name: atss_swin-l-p4-w12_fpn_dyhead_ms-2x_coco
Subfolder: dyhead
box AP: 56.2 - Name: rtmdet_x_8xb32-300e_coco
Subfolder: rtmdet
box AP: 52.6 - Name: rtmdet-ins_x_8xb16-300e_coco
Subfolder: rtmdet
box AP: 52.4 - Name: mask2former_swin-l-p4-w12-384-in21k_16xb1-lsj-100e_coco-panoptic
Subfolder: mask2former
box AP: 52.2 - Name: cascade-mask-rcnn_convnext-s-p4-w7_fpn_4conv1fc-giou_amp-ms-crop-3x_coco
Subfolder: convnext
box AP: 51.8 - Name: rtmdet_l_8xb32-300e_coco
Subfolder: rtmdet
box AP: 51.3 - Name: rtmdet-ins_l_8xb32-300e_coco
Subfolder: rtmdet
box AP: 51.2 - Name: vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco
Subfolder: vfnet
box AP: 50.8 - Name: htc_x101-64x4d-dconv-c3-c5_fpn_ms-400-1400-16xb1-20e_coco
Subfolder: htc
box AP: 50.4 - Name: cascade-mask-rcnn_convnext-t-p4-w7_fpn_4conv1fc-giou_amp-ms-crop-3x_coco
Subfolder: convnext
box AP: 50.3 - Name: vfnet_x101-32x4d-mdconv-c3-c5_fpn_ms-2x_coco
Subfolder: vfnet
box AP: 50.0 - Name: mask2former_swin-b-p4-w12-384-in21k_8xb2-lsj-50e_coco-panoptic
Subfolder: mask2former
box AP: 50.0 - Name: mask2former_swin-s-p4-w7-224_8xb2-lsj-50e_coco
Subfolder: mask2former
box AP: 49.3 - Name: tood_r101-dconv-c3-c5_fpn_ms-2x_coco
Subfolder: tood
box AP: 49.3 - Name: vfnet_r101-mdconv-c3-c5_fpn_ms-2x_coco
Subfolder: vfnet
box AP: 49.2 - Name: rtmdet_m_8xb32-300e_coco
Subfolder: rtmdet
box AP: 49.1 - Name: detectors_htc-r50_1x_coco
Subfolder: detectors
box AP: 49.1 - Name: dino-4scale_r50_8xb2-12e_coco.py
Subfolder: dino
box AP: 49.0 - Name: queryinst_r101_fpn_300-proposals_crop-ms-480-800-3x_coco
Subfolder: queryinst
box AP: 49.0 - Name: rtmdet-ins_m_8xb32-300e_coco
Subfolder: rtmdet
box AP: 48.8 - Name: mask-rcnn_swin-s-p4-w7_fpn_amp-ms-crop-3x_coco
Subfolder: swin
box AP: 48.2 - Name: mask2former_swin-b-p4-w12-384_8xb2-lsj-50e_coco-panoptic
Subfolder: mask2former
box AP: 48.2 - Name: gfl_x101-32x4d-dconv-c4-c5_fpn_ms-2x_coco
Subfolder: gfl
box AP: 48.1 - Name: vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco
Subfolder: vfnet
box AP: 48.0 - Name: cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5-r16-gcb-c3-c5_fpn_1x_coco
Subfolder: gcnet
box AP: 48.0 - Name: cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5-r4-gcb-c3-c5_fpn_1x_coco
Subfolder: gcnet
box AP: 47.9 - Name: mask2former_swin-s-p4-w7-224_8xb2-lsj-50e_coco-panoptic
Subfolder: mask2former
box AP: 47.8 - Name: mask2former_swin-t-p4-w7-224_8xb2-lsj-50e_coco
Subfolder: mask2former
box AP: 47.7 - Name: cascade-mask-rcnn_s101_fpn_syncbn-backbone+head_ms-1x_coco
Subfolder: resnest
box AP: 47.7 - Name: tood_x101-64x4d_fpn_ms-2x_coco
Subfolder: tood
box AP: 47.6 - Name: htc_res2net-101_fpn_20e_coco
Subfolder: res2net
box AP: 47.5 - Name: scnet_x101-64x4d_fpn_20e_coco
Subfolder: scnet
box AP: 47.5 - Name: queryinst_r50_fpn_300-proposals_crop-ms-480-800-3x_coco
Subfolder: queryinst
box AP: 47.5 - Name: cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5_fpn_1x_coco
Subfolder: gcnet
box AP: 47.5 - Name: detectors_cascade-rcnn_r50_1x_coco
Subfolder: detectors
box AP: 47.4 - Name: cascade-mask-rcnn_x101-32x4d-dconv-c3-c5_fpn_1x_coco
Subfolder: dcn
box AP: 47.3 - Name: gfl_r101-dconv-c3-c5_fpn_ms-2x_coco
Subfolder: gfl
box AP: 47.1 - Name: deformable-detr_refine_twostage_r50_16xb2-50e_coco
Subfolder: deformable_detr
box AP: 47.0 - Name: htc_x101-64x4d_fpn_16xb1-20e_coco
Subfolder: htc
box AP: 47.0 - Name: cascade-rcnn_s101_fpn_syncbn-backbone+head_ms-range-1x_coco
Subfolder: resnest
box AP: 46.8 - Name: vfnet_r101_fpn_ms-2x_coco
Subfolder: vfnet
box AP: 46.7 - Name: mask2former_r101_8xb2-lsj-50e_coco
Subfolder: mask2former
box AP: 46.7 - Name: cascade-mask-rcnn_x101-64x4d_fpn_ms-3x_coco
Subfolder: cascade_rcnn
box AP: 46.6 - Name: htc_r50-rfp_1x_coco
Subfolder: detectors
box AP: 46.6 - Name: cascade-mask-rcnn_res2net-101_fpn_20e_coco
Subfolder: res2net
box AP: 46.4 - Name: htc_r50-sac_1x_coco
Subfolder: detectors
box AP: 46.4 - Name: queryinst_r101_fpn_ms-480-800-3x_coco
Subfolder: queryinst
box AP: 46.4 - Name: htc_hrnetv2p-w40_20e_coco
Subfolder: hrnet
box AP: 46.4 - Name: cascade-mask-rcnn_x101-32x4d-syncbn-r4-gcb-c3-c5_fpn_1x_coco
Subfolder: gcnet
box AP: 46.4 - Name: cascade-mask-rcnn_x101-32x4d_fpn_ms-3x_coco
Subfolder: cascade_rcnn
box AP: 46.3 - Name: mask2former_swin-t-p4-w7-224_8xb2-lsj-50e_coco-panoptic
Subfolder: mask2former
box AP: 46.3 - Name: retinanet_pvtv2-b4_fpn_1x_coco
Subfolder: pvt
box AP: 46.3 - Name: deformable-detr_refine_r50_16xb2-50e_coco
Subfolder: deformable_detr
box AP: 46.2 - Name: sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco
Subfolder: sparse_rcnn
box AP: 46.2 - Name: mask-rcnn_convnext-t-p4-w7_fpn_amp-ms-crop-3x_coco
Subfolder: convnext
box AP: 46.2 - Name: cascade-mask-rcnn_x101-32x4d-syncbn-r16-gcb-c3-c5_fpn_1x_coco
Subfolder: gcnet
box AP: 46.2 - Name: cascade-mask-rcnn_x101-32x8d_fpn_ms-3x_coco
Subfolder: cascade_rcnn
box AP: 46.1 - Name: retinanet_pvtv2-b5_fpn_1x_coco
Subfolder: pvt
box AP: 46.1 - Name: tood_r101_fpn_ms-2x_coco
Subfolder: tood
box AP: 46.1 - Name: htc_x101-32x4d_fpn_16xb1-20e_coco
Subfolder: htc
box AP: 46.1 - Name: mask-rcnn_swin-t-p4-w7_fpn_ms-crop-3x_coco
Subfolder: swin
box AP: 46.0 - Name: mask-rcnn_swin-t-p4-w7_fpn_amp-ms-crop-3x_coco
Subfolder: swin
box AP: 46.0 - Name: retinanet_pvtv2-b3_fpn_1x_coco
Subfolder: pvt
box AP: 46.0 - Name: gfl_x101-32x4d_fpn_ms-2x_coco
Subfolder: gfl
box AP: 45.9 - Name: scnet_r101_fpn_20e_coco
Subfolder: scnet
box AP: 45.8 - Name: cascade-mask-rcnn_regnetx-3.2GF_fpn_ms-3x_coco
Subfolder: regnet
box AP: 45.8 - Name: cascade-mask-rcnn_regnetx-4GF_fpn_ms-3x_coco
Subfolder: regnet
box AP: 45.8 - Name: cascade-mask-rcnn_r101-dconv-c3-c5_fpn_1x_coco
Subfolder: dcn
box AP: 45.8 - Name: cascade-rcnn_res2net-101_fpn_20e_coco
Subfolder: res2net
box AP: 45.7 - Name: mask2former_r50_8xb2-lsj-50e_coco
Subfolder: mask2former
box AP: 45.7 - Name: cascade-mask-rcnn_x101-64x4d_fpn_20e_coco
Subfolder: cascade_rcnn
box AP: 45.6 - Name: cascade-mask-rcnn_r101_fpn_ms-3x_coco
Subfolder: cascade_rcnn
box AP: 45.5 - Name: ld_r101-gflv1-r101-dcn_fpn_2x_coco
Subfolder: ld
box AP: 45.5 - Name: cascade-mask-rcnn_r101-caffe_fpn_ms-3x_coco
Subfolder: cascade_rcnn
box AP: 45.4 - Name: cascade-mask-rcnn_s50_fpn_syncbn-backbone+head_ms-1x_coco
Subfolder: resnest
box AP: 45.4 - Name: htc_hrnetv2p-w32_20e_coco
Subfolder: hrnet
box AP: 45.4 - Name: cascade-mask-rcnn_x101-64x4d_fpn_1x_coco
Subfolder: cascade_rcnn
box AP: 45.3 - Name: mask2former_r101_8xb2-lsj-50e_coco-panoptic
Subfolder: mask2former
box AP: 45.3 - Name: mask-rcnn_s101_fpn_syncbn-backbone+head_ms-1x_coco
Subfolder: resnest
box AP: 45.2 - Name: mask-rcnn_r50_fpn_syncbn-all_rpn-2conv_ssj_scp_32x2_270k_coco
Subfolder: simple_copy_paste
box AP: 45.1 - Name: paa_r101_fpn_mstrain_3x_coco
Subfolder: paa
box AP: 45.1 - Name: cascade-mask-rcnn_hrnetv2p-w40-20e_coco
Subfolder: hrnet
box AP: 45.1 - Name: cascade-mask-rcnn_x101-32x4d_fpn_20e_coco
Subfolder: cascade_rcnn
box AP: 45.0 - Name: sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco
Subfolder: sparse_rcnn
box AP: 45.0 - Name: cascade-rcnn_r50-sac_1x_coco
Subfolder: detectors
box AP: 45.0 - Name: cascade-rcnn_r101-dconv-c3-c5_fpn_1x_coco
Subfolder: dcn
box AP: 45.0 - Name: vfnet_r50_fpn_ms-2x_coco
Subfolder: vfnet
box AP: 44.8 - Name: cascade-mask-rcnn_r50_fpn_rsb-pretrain_1x_coco
Subfolder: resnet_strikes_back
box AP: 44.8 - Name: cascade-rcnn_r50-rfp_1x_coco
Subfolder: detectors
box AP: 44.8 - Name: queryinst_r50_fpn_ms-480-800-3x_coco
Subfolder: queryinst
box AP: 44.8 - Name: centripetalnet_hourglass104_16xb6-crop511-210e-mstest_coco
Subfolder: centripetalnet
box AP: 44.8 - Name: htc_r101_fpn_20e_coco
Subfolder: htc
box AP: 44.8 - Name: cascade-rcnn_x101-64x4d_fpn_1x_coco
Subfolder: cascade_rcnn
box AP: 44.7 - Name: gfl_r101_fpn_ms-2x_coco
Subfolder: gfl
box AP: 44.7 - Name: mask-rcnn_r50-caffe_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-100e_coco
Subfolder: strong_baselines
box AP: 44.7 - Name: mask-rcnn_x101-64x4d_fpn_instaboost-4x_coco
Subfolder: instaboost
box AP: 44.7 - Name: cascade-mask-rcnn_x101-32x4d-syncbn_fpn_1x_coco
Subfolder: gcnet
box AP: 44.7 - Name: retinanet_pvtv2-b2_fpn_1x_coco
Subfolder: pvt
box AP: 44.6 - Name: cascade-rcnn_x101_64x4d_fpn_20e_coco
Subfolder: cascade_rcnn
box AP: 44.5 - Name: rtmdet_s_8xb32-300e_coco
Subfolder: rtmdet
box AP: 44.5 - Name: scnet_r50_fpn_20e_coco
Subfolder: scnet
box AP: 44.5 - Name: mask2former_r50_8xb2-lsj-50e_coco-panoptic
Subfolder: mask2former
box AP: 44.5 - Name: mask-rcnn_x101-64x4d_fpn_ms-poly_3x_coco
Subfolder: mask_rcnn
box AP: 44.5 - Name: cascade-mask-rcnn_regnetx-1.6GF_fpn_ms-3x_coco
Subfolder: regnet
box AP: 44.5 - Name: faster-rcnn_s101_fpn_syncbn-backbone+head_ms-range-1x_coco
Subfolder: resnest
box AP: 44.5 - Name: cascade-rcnn_s50_fpn_syncbn-backbone+head_ms-range-1x_coco
Subfolder: resnest
box AP: 44.5 - Name: faster-rcnn_x101-32x4d-dconv-c3-c5_fpn_1x_coco
Subfolder: dcn
box AP: 44.5 - Name: tood_r50_fpn_ms-2x_coco
Subfolder: tood
box AP: 44.5 - Name: cascade-mask-rcnn_r50_fpn_dconv_c3-c5_1x_coco
Subfolder: dcn
box AP: 44.4 - Name: cascade-mask-rcnn_x101-32x4d_fpn_1x_coco
Subfolder: cascade_rcnn
box AP: 44.3 - Name: cascade-mask-rcnn_r50_fpn_mstrain_3x_coco
Subfolder: cascade_rcnn
box AP: 44.3 - Name: deformable-detr_r50_16xb2-50e_coco
Subfolder: deformable_detr
box AP: 44.3 - Name: mask-rcnn_x101-32x8d_fpn_ms-poly-3x_coco
Subfolder: mask_rcnn
box AP: 44.3 - Name: cascade-mask-rcnn_hrnetv2p-w32_20e_coco
Subfolder: hrnet
box AP: 44.3 - Name: reppoints-moment_x101-dconv-c3-c5_fpn-gn_head-gn_2x_coco
Subfolder: reppoints
box AP: 44.2 - Name: sparse-rcnn_r101_fpn_ms-480-800-3x_coco
Subfolder: sparse_rcnn
box AP: 44.2 - Name: cascade-mask-rcnn_r50-caffe_fpn_ms-3x_coco
Subfolder: cascade_rcnn
box AP: 44.0 - Name: rtmdet-ins_s_8xb32-300e_coco
Subfolder: rtmdet
box AP: 44.0 - Name: ga-faster-rcnn_x101-64x4d_fpn_1x_coco
Subfolder: guided_anchoring
box AP: 43.9 - Name: mask-rcnn_x101-32x4d-syncbn-gcb-r4-c3-c5_fpn_1x_coco
Subfolder: gcnet
box AP: 43.9 - Name: mask-rcnn_r50_fpn_syncbn-all_rpn-2conv_ssj_scp_32x2_90k_coco
Subfolder: simple_copy_paste
box AP: 43.8 - Name: cascade-rcnn_hrnetv2p-w40-20e_coco
Subfolder: hrnet
box AP: 43.8 - Name: cascade-rcnn_r50_fpn_dconv_c3-c5_1x_coco
Subfolder: dcn
box AP: 43.8 - Name: cascade-rcnn_x101-32x4d_fpn_1x_coco
Subfolder: cascade_rcnn
box AP: 43.7 - Name: cascade-rcnn_x101-32x4d_fpn_20e_coco
Subfolder: cascade_rcnn
box AP: 43.7 - Name: cascade-mask-rcnn_r50_fpn_instaboost_4x_coco
Subfolder: instaboost
box AP: 43.7 - Name: vfnet_r101_fpn_1x_coco
Subfolder: vfnet
box AP: 43.6 - Name: sabl-retinanet_r101-gn_fpn_ms-480-960-2x_coco
Subfolder: sabl
box AP: 43.6 - Name: mask-rcnn_res2net-101_fpn_2x_coco
Subfolder: res2net
box AP: 43.6 - Name: mask-rcnn_x101-32x4d_fpn_ms-poly-3x_coco
Subfolder: mask_rcnn
box AP: 43.6 - Name: mask-rcnn_r50_fpn_syncbn-all_rpn-2conv_ssj_32x2_270k_coco
Subfolder: simple_copy_paste
box AP: 43.5 - Name: scnet_r50_fpn_1x_coco
Subfolder: scnet
box AP: 43.5 - Name: paa_r101_fpn_2x_coco
Subfolder: paa
box AP: 43.5 - Name: mask-rcnn_r101-dconv-c3-c5_fpn_1x_coco
Subfolder: dcn
box AP: 43.5 - Name: mask-rcnn_x101-32x4d-syncbn-gcb-r16-c3-c5_fpn_1x_coco
Subfolder: gcnet
box AP: 43.5 - Name: cascade-mask-rcnn_r101_fpn_20e_coco
Subfolder: cascade_rcnn
box AP: 43.4 - Name: mask-rcnn_x101-32x8d_fpn_ms-poly-1x_coco
Subfolder: mask_rcnn
box AP: 43.4 - Name: mask-rcnn_regnetx-4GF_fpn_ms-poly-3x_coco
Subfolder: regnet
box AP: 43.4 - Name: mask-rcnn_r50_fpn_syncbn-all_rpn-2conv_ssj_32x2_90k_coco
Subfolder: simple_copy_paste
box AP: 43.3 - Name: paa_r50_fpn_mstrain_3x_coco
Subfolder: paa
box AP: 43.3 - Name: cascade-rcnn_hrnetv2p-w32-20e_coco
Subfolder: hrnet
box AP: 43.3 - Name: atss_r50_fpn_dyhead_1x_coco
Subfolder: dyhead
box AP: 43.3 - Name: htc_r50_fpn_20e_coco
Subfolder: htc
box AP: 43.3 - Name: cascade-mask-rcnn_r101-caffe_fpn_1x_coco
Subfolder: cascade_rcnn
box AP: 43.2 - Name: lad_r101-paa-r50_fpn_2xb8_coco_1x
Subfolder: lad
box AP: 43.2 - Name: faster-rcnn_x101-64x4d_fpn_ms-3x_coco
Subfolder: faster_rcnn
box AP: 43.1 - Name: mask-rcnn_r101_fpn_gn-ws-all_20-23-24e_coco
Subfolder: gn+ws
box AP: 43.1 - Name: mask-rcnn_regnetx-3.2GF_fpn_ms-3x_coco
Subfolder: regnet
box AP: 43.1 - Name: mask-rcnn_regnetx-3.2GF_fpn_ms-3x_coco
Subfolder: regnet
box AP: 43.1 - Name: grid-rcnn_x101-64x4d_fpn_gn-head_2x_coco
Subfolder: grid_rcnn
box AP: 43.0 - Name: sabl-cascade-rcnn_r101_fpn_1x_coco
Subfolder: sabl
box AP: 43.0 - Name: ga-faster-rcnn_x101-32x4d_fpn_1x_coco
Subfolder: guided_anchoring
box AP: 43.0 - Name: faster-rcnn_res2net-101_fpn_2x_coco
Subfolder: res2net
box AP: 43.0 - Name: ms-rcnn_x101-64x4d_fpn_1x_coco
Subfolder: ms_rcnn
box AP: 43.0 - Name: mask-rcnn_r50_fpg_crop640-50e_coco
Subfolder: fpg
box AP: 43.0 - Name: reppoints-moment_r101-dconv-c3-c5_fpn-gn_head-gn_2x_coco
Subfolder: reppoints
box AP: 42.9 - Name: grid-rcnn_x101-32x4d_fpn_gn-head_2x_coco
Subfolder: grid_rcnn
box AP: 42.9 - Name: cascade-mask-rcnn_r101_fpn_1x_coco
Subfolder: cascade_rcnn
box AP: 42.9 - Name: gfl_r50_fpn_ms-2x_coco
Subfolder: gfl
box AP: 42.9 - Name: sabl-retinanet_r101-gn_fpn_ms-640-800-2x_coco
Subfolder: sabl
box AP: 42.9 - Name: mask-rcnn_r101-caffe_fpn_ms-poly-3x_coco
Subfolder: mask_rcnn
box AP: 42.9 - Name: sparse-rcnn_r50_fpn_ms-480-800-3x_coco
Subfolder: sparse_rcnn
box AP: 42.8 - Name: mask-rcnn_x101-64x4d_fpn_1x_coco
Subfolder: mask_rcnn
box AP: 42.8 - Name: mask-rcnn_x101-32x8d_fpn_1x_coco
Subfolder: mask_rcnn
box AP: 42.8 - Name: faster-rcnn_regnetx-4GF_fpn_ms-3x_coco
Subfolder: regnet
box AP: 42.8 - Name: cascade-mask-rcnn_regnetx-800MF_fpn_ms-3x_coco
Subfolder: regnet
box AP: 42.8 - Name: mask-rcnn_hrnetv2p-w40-2x_coco
Subfolder: hrnet
box AP: 42.8 - Name: htc_hrnetv2p-w18_20e_coco
Subfolder: hrnet
box AP: 42.8 - Name: mask-rcnn_swin-t-p4-w7_fpn_1x_coco
Subfolder: swin
box AP: 42.7 - Name: mask-rcnn_x101-32x4d_fpn_gn-ws-all_20-23-24e_coco
Subfolder: gn+ws
box AP: 42.7 - Name: mask-rcnn_x101-64x4d_fpn_2x_coco
Subfolder: mask_rcnn
box AP: 42.7 - Name: mask-rcnn_r101_fpn_ms-poly-3x_coco
Subfolder: mask_rcnn
box AP: 42.7 - Name: libra-faster-rcnn_x101-64x4d_fpn_1x_coco
Subfolder: libra_rcnn
box AP: 42.7 - Name: fcos_hrnetv2p-w40-gn-head_ms-640-800-4xb4-2x_coco
Subfolder: hrnet
box AP: 42.7 - Name: faster-rcnn_r101-dconv-c3-c5_fpn_1x_coco
Subfolder: dcn
box AP: 42.7 - Name: fcos_x101-64x4d_fpn_gn-head_ms-640-800-2x_coco
Subfolder: fcos
box AP: 42.6 - Name: ms-rcnn_x101-64x4d_fpn_2x_coco
Subfolder: ms_rcnn
box AP: 42.6 - Name: mask-rcnn_r101_fpn_syncbn-r4-gcb_c3-c5-groie_1x_coco
Subfolder: groie
box AP: 42.6 - Name: paa_r101_fpn_1x_coco
Subfolder: paa
box AP: 42.6 - Name: mask-rcnn_s50_fpn_syncbn-backbone+head_ms-1x_coco
Subfolder: resnest
box AP: 42.6 - Name: cascade-rcnn_r101_fpn_20e_coco
Subfolder: cascade_rcnn
box AP: 42.5 - Name: faster-rcnn_x101-32x4d_fpn_ms-3x_coco
Subfolder: faster_rcnn
box AP: 42.5 - Name: mask-rcnn_r101_fpn_instaboost-4x_coco
Subfolder: instaboost
box AP: 42.5 - Name: mask-rcnn_hrnetv2p-w32-2x_coco
Subfolder: hrnet
box AP: 42.5 - Name: atss_r50-caffe_fpn_dyhead_1x_coco
Subfolder: dyhead
box AP: 42.5 - Name: fsaf_x101-64x4d_fpn_1x_coco
Subfolder: fsaf
box AP: 42.4 - Name: faster-rcnn_x101-32x8d_fpn_ms-3x_coco
Subfolder: faster_rcnn
box AP: 42.4 - Name: mask-rcnn_x101-32x4d-syncbn_fpn_1x_coco
Subfolder: gcnet
box AP: 42.4 - Name: tood_r50_fpn_anchor-based_1x_coco
Subfolder: tood
box AP: 42.4 - Name: tood_r50_fpn_1x_coco
Subfolder: tood
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Subfolder: foveabox
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Subfolder: cascade_rcnn
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Subfolder: hrnet
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Subfolder: dcn
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Subfolder: ms_rcnn
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Subfolder: faster_rcnn
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Subfolder: retinanet
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Subfolder: grid_rcnn
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Subfolder: guided_anchoring
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Subfolder: dcnv2
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Subfolder: dcnv2
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Subfolder: ghm
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Subfolder: guided_anchoring
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Subfolder: scratch
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Subfolder: faster_rcnn
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Subfolder: fpg
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Subfolder: ms_rcnn
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Subfolder: regnet
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Subfolder: retinanet
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Subfolder: retinanet
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Subfolder: conditional_detr
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Subfolder: rtmdet
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Subfolder: mask_rcnn
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Subfolder: regnet
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Subfolder: fcos
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Subfolder: resnet_strikes_back
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Subfolder: mask_rcnn
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Subfolder: mask_rcnn
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Subfolder: retinanet
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Subfolder: hrnet
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Subfolder: scratch
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Subfolder: ghm
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Subfolder: reppoints
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Subfolder: rtmdet
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Subfolder: sabl
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Subfolder: gcnet
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Subfolder: cascade_rcnn
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Subfolder: mask_rcnn
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Subfolder: faster_rcnn
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Subfolder: faster_rcnn
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Subfolder: foveabox
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Subfolder: faster_rcnn
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Subfolder: faster_rcnn
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Subfolder: faster_rcnn
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Subfolder: mask_rcnn
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Subfolder: fcos
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Subfolder: ghm
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Subfolder: retinanet
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Subfolder: hrnet
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Subfolder: regnet
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Subfolder: fcos
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Subfolder: dcnv2
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Subfolder: free_anchor
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Subfolder: faster_rcnn
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Subfolder: reppoints
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Subfolder: foveabox
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Subfolder: fcos
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box AP: 38.5 - Name: retinanet_r101_fpn_1x_coco
Subfolder: retinanet
box AP: 38.5 - Name: nas-fcos_r50-caffe_fpn_fcoshead-gn-head_4xb4-1x_coco
Subfolder: nas_fcos
box AP: 38.5 - Name: faster-rcnn_r50_fpn_2x_coco
Subfolder: faster_rcnn
box AP: 38.4 - Name: point_rend_r50_caffe_fpn_mstrain_1x_coco
Subfolder: point_rend
box AP: 38.4 - Name: pisa_faster_rcnn_r50_fpn_1x_coco
Subfolder: pisa
box AP: 38.4 - Name: mask-rcnn_r50_fpn_syncbn-backbone_1x_coco
Subfolder: gcnet
box AP: 38.4 - Name: faster-rcnn_r50_fpn_groie_1x_coco
Subfolder: groie
box AP: 38.3 - Name: libra-faster-rcnn_r50_fpn_1x_coco
Subfolder: libra_rcnn
box AP: 38.3 - Name: fcos_hrnetv2p-w18-gn-head_ms-640-800-4xb4-2x_coco
Subfolder: hrnet
box AP: 38.3 - Name: ms-rcnn_r50-caffe_fpn_1x_coco
Subfolder: ms_rcnn
box AP: 38.2 - Name: mask-rcnn_r50_fpn_1x_coco
Subfolder: mask_rcnn
box AP: 38.2 - Name: fcos_hrnetv2p-w18-gn-head_4xb4-2x_coco
Subfolder: hrnet
box AP: 38.2 - Name: reppoints-moment_r50_fpn-gn_head-gn_1x_coco
Subfolder: reppoints
box AP: 38.1 - Name: mask-rcnn_r50_fpn_fp16_1x_coco
Subfolder: mask_rcnn
box AP: 38.1 - Name: mask-rcnn_r50-caffe_fpn_1x_coco
Subfolder: mask_rcnn
box AP: 38.0 - Name: mask-rcnn_r50_fpn_albu-1x_coco
Subfolder: albu_example
box AP: 38.0 - Name: sparse-rcnn_r50_fpn_1x_coco
Subfolder: sparse_rcnn
box AP: 37.9 - Name: faster-rcnn_r50_fpn_iou_1x_coco
Subfolder: faster_rcnn
box AP: 37.9 - Name: retinanet_r50_fpn_crop640-50e_coco
Subfolder: nas_fpn
box AP: 37.9 - Name: fovea_r50_fpn_gn-head-align_4xb4-2x_coco
Subfolder: foveabox
box AP: 37.9 - Name: faster-rcnn_r50-caffe_fpn_1x_coco
Subfolder: faster_rcnn
box AP: 37.8 - Name: sabl-retinanet_r50_fpn_1x_coco
Subfolder: sabl
box AP: 37.7 - Name: tridentnet_r50-caffe_1x_coco
Subfolder: tridentnet
box AP: 37.7 - Name: mask-rcnn_hrnetv2p-w18-1x_coco
Subfolder: hrnet
box AP: 37.7 - Name: tridentnet_r50-caffe_ms-1x_coco
Subfolder: tridentnet
box AP: 37.6 - Name: faster-rcnn_r50_fpn_giou_1x_coco
Subfolder: faster_rcnn
box AP: 37.6 - Name: libra-retinanet_r50_fpn_1x_coco
Subfolder: libra_rcnn
box AP: 37.6 - Name: mask-rcnn_regnetx-400MF_fpn_ms-poly-3x_coco
Subfolder: regnet
box AP: 37.6 - Name: yolof_r50_c5_8x8_1x_coco
Subfolder: yolof
box AP: 37.5 - Name: faster-rcnn_r50_pafpn_1x_coco
Subfolder: pafpn
box AP: 37.5 - Name: faster-rcnn_r50_fpn_fp16_1x_coco
Subfolder: faster_rcnn
box AP: 37.5 - Name: reppoints-bbox_r50-center_fpn-gn_head-gn-grid_1x_coco
Subfolder: reppoints
box AP: 37.4 - Name: fsaf_r50_fpn_1x_coco
Subfolder: fsaf
box AP: 37.4 - Name: faster-rcnn_r50_fpn_1x_coco
Subfolder: faster_rcnn
box AP: 37.4 - Name: faster-rcnn_r50_fpn_bounded_iou_1x_coco
Subfolder: faster_rcnn
box AP: 37.4 - Name: faster-rcnn_r50-caffe-dc5_mstrain_1x_coco
Subfolder: faster_rcnn
box AP: 37.4 - Name: retinanet_r50_fpn_2x_coco
Subfolder: retinanet
box AP: 37.4 - Name: retinanet_regnetx-1.6GF_fpn_1x_coco
Subfolder: regnet
box AP: 37.3 - Name: faster-rcnn_r50-caffe-dc5_1x_coco
Subfolder: faster_rcnn
box AP: 37.2 - Name: fovea_r50_fpn_4xb4-2x_coco
Subfolder: foveabox
box AP: 37.2 - Name: retinanet_pvtv2-b0_fpn_1x_coco
Subfolder: pvt
box AP: 37.1 - Name: faster-rcnn_regnetx-400MF_fpn_ms-3x_coco
Subfolder: regnet
box AP: 37.1 - Name: reppoints-moment_r50_fpn_1x_coco
Subfolder: reppoints
box AP: 37.0 - Name: retinanet_r50_fpn_ghm-1x_coco
Subfolder: ghm
box AP: 37.0 - Name: ga-retinanet_r50-caffe_fpn_1x_coco
Subfolder: guided_anchoring
box AP: 36.9 - Name: pisa_retinanet_r50_fpn_1x_coco
Subfolder: pisa
box AP: 36.9 - Name: faster-rcnn_hrnetv2p-w18-1x_coco
Subfolder: hrnet
box AP: 36.9 - Name: fcos_r50-caffe_fpn_gn-head_1x_coco
Subfolder: fcos
box AP: 36.6 - Name: retinanet_pvt-t_fpn_1x_coco
Subfolder: pvt
box AP: 36.6 - Name: ld_r18-gflv1-r101_fpn_1x_coco
Subfolder: ld
box AP: 36.5 - Name: retinanet_r50_fpn_1x_coco
Subfolder: retinanet
box AP: 36.5 - Name: fovea_r50_fpn_4xb4-1x_coco
Subfolder: foveabox
box AP: 36.5 - Name: reppoints-bbox_r50_fpn-gn_head-gn-grid_1x_coco
Subfolder: reppoints
box AP: 36.4 - Name: retinanet_r50_fpn_amp-1x_coco
Subfolder: retinanet
box AP: 36.4 - Name: retinanet_r50-caffe_fpn_1x_coco
Subfolder: retinanet
box AP: 36.3 - Name: faster-rcnn_r50-caffe-c4_mstrain_1x_coco
Subfolder: faster_rcnn
box AP: 35.9 - Name: faster-rcnn_r50-caffe-c4_1x_coco
Subfolder: faster_rcnn
box AP: 35.6 - Name: retinanet_regnetx-800MF_fpn_1x_coco
Subfolder: regnet
box AP: 35.6 - Name: fcos_hrnetv2p-w18-gn-head_4xb4-1x_coco
Subfolder: hrnet
box AP: 35.3 - Name: yolov3_d53_fp16_mstrain-608_273e_coco
Subfolder: yolo
box AP: 33.8 - Name: yolov3_d53_mstrain-608_273e_coco
Subfolder: yolo
box AP: 33.7 - Name: pisa_ssd512_coco
Subfolder: pisa
box AP: 31.8 - Name: retinanet_r18_fpn_1x_coco
Subfolder: retinanet
box AP: 31.7 - Name: retinanet_r18_fpn_1xb8-1x_coco
Subfolder: retinanet
box AP: 31.7 - Name: yolov3_d53_mstrain-416_273e_coco
Subfolder: yolo
box AP: 30.9 - Name: centernet_r18-dcnv2_8xb16-crop512-140e_coco
Subfolder: centernet
box AP: 29.5 - Name: ssd512_coco
Subfolder: ssd
box AP: 29.5 - Name: yolov3_d53_320_273e_coco
Subfolder: yolo
box AP: 27.9 - Name: pisa_ssd300_coco
Subfolder: pisa
box AP: 27.6 - Name: centernet_r18_8xb16-crop512-140e_coco
Subfolder: centernet
box AP: 25.9 - Name: ssd300_coco
Subfolder: ssd
box AP: 25.5 - Name: yolov3_mobilenetv2_8xb24-ms-416-300e_coco
Subfolder: yolo
box AP: 23.9 - Name: yolov3_mobilenetv2_8xb24-320-300e_coco
Subfolder: yolo
box AP: 22.2 - Name: ssdlite_mobilenetv2-scratch_8xb24-600e_coco
Subfolder: ssd
box AP: 21.3
import os
import yaml
result = []
# 定义文件夹路径
folder_path = "configs"
# 遍历文件夹中的子文件夹
for folder_name in os.listdir(folder_path):
folder_dir = os.path.join(folder_path, folder_name)
# 确保当前项是一个目录
if os.path.isdir(folder_dir):
metafile_path = os.path.join(folder_dir, "metafile.yml")
# 检查metafile.yml是否存在
if os.path.exists(metafile_path):
with open(metafile_path, "r") as file:
data = yaml.safe_load(file)
try:
# 获取Object Detection下的box AP
for model in data.get("Models", []):
# name = model.get("Name", [])
results = model.get("Results", [])
print(results)
# print(name)
for task_result in results:
if task_result["Task"] == "Object Detection" and task_result["Dataset"] == "COCO":
box_ap = task_result["Metrics"]["box AP"]
print(box_ap)
# 添加到结果列表中
result.append({
"Subfolder": folder_name,
"Name": model["Name"],
"box AP": box_ap
})
except:
print(f"{metafile_path}没有该属性")
print(result)
sorted_data = sorted(result, key=lambda x: x['box AP'] , reverse=True)
# 保存结果到result.yml
result_file = "result.yml"
with open(result_file, "w") as file:
yaml.dump(sorted_data, file)
print("结果已保存到", result_file)