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9.22k
16k > Object Detection
PASCAL VOC 2007
I+ORE
http://arxiv.org/abs/1708.04896v2
MAP
76.2%
16k > Object Detection
PASCAL VOC 2007
Perona Malik (Perona and Malik, 1990)
https://arxiv.org/abs/2011.01901v3
MAP
74.37%
16k > Object Detection
PASCAL VOC 2007
FRCN
http://arxiv.org/abs/1704.03414v1
MAP
74.2%
16k > Object Detection
PASCAL VOC 2007
VGG-16 + KL Loss + var voting + soft-NMS
http://arxiv.org/abs/1809.08545v3
MAP
71.6%
16k > Object Detection
PASCAL VOC 2007
Fast R-CNN
http://arxiv.org/abs/1504.08083v2
MAP
70.0%
16k > Object Detection
PASCAL VOC 2007
subCNN
http://arxiv.org/abs/1604.04693v3
MAP
68.5%
16k > Object Detection
PASCAL VOC 2007
YOLO
http://arxiv.org/abs/1506.02640v5
MAP
63.4%
16k > Object Detection
PASCAL VOC 2007
SPP(combination)
http://arxiv.org/abs/1406.4729v4
MAP
60.9%
16k > Object Detection
PASCAL VOC 2007
R-CNN
http://arxiv.org/abs/1311.2524v5
MAP
58.5%
16k > Object Detection
PASCAL VOC 2007
Deformable Parts Model (DeepPyramid)
http://arxiv.org/abs/1409.5403v2
MAP
45.2%
16k > Object Detection
PASCAL VOC 2007
TinyissimoYOLO-v8
https://arxiv.org/abs/2311.01057v2
MAP
42.3%
16k > Object Detection
PASCAL VOC 2007
FemotoDet
https://arxiv.org/abs/2301.06719v5
MAP
22.90%
16k > Object Detection
PASCAL VOC 2007
FemotoDet
https://arxiv.org/abs/2301.06719v5
AP50
46.31
16k > Object Detection
PASCAL VOC 2007
YOLOv7+Inner-IoU
https://arxiv.org/abs/2311.02877v4
mAP@50
64.44
16k > Object Detection
PASCAL VOC 2007
YOLOv7+Inner-IoU
https://arxiv.org/abs/2311.02877v4
mAP@50-95
38.52
16k > Object Detection
FlickrLogos-32
Logo-Yolo
https://arxiv.org/abs/2008.05359v1
MAP
76.11
16k > Object Detection
FlickrLogos-32
DeepLogo (VGG)
http://arxiv.org/abs/1510.02131v1
MAP
74.4
16k > Object Detection
FlickrLogos-32
DeepLogo (AlexNet)
http://arxiv.org/abs/1510.02131v1
MAP
73.5
16k > Object Detection
ExDark
EMV-YOLO
https://bmva-archive.org.uk/bmvc/2024/papers/Paper_262/paper.pdf
mAP
79.7%
16k > Object Detection
STCrowd
MMPedestron
https://arxiv.org/abs/2407.10125v1
AP
74.9
16k > Object Detection
STCrowd
FPN-Fusion
https://hal.archives-ouvertes.fr/hal-03591717/
AP
61.5
16k > Object Detection
STCrowd
CMX
https://arxiv.org/abs/2203.04838v5
AP
61.0
16k > Object Detection
STCrowd
ProbEN
https://arxiv.org/abs/2104.02904v3
AP
60.0
16k > Object Detection
STCrowd
Early-Fusion
http://arxiv.org/abs/1611.02644v1
AP
54.4
16k > Object Detection
STCrowd
HRFuser
https://arxiv.org/abs/2206.15157v3
AP
49.0
16k > Object Detection
COCO minival
PE_spatial (DETA)
https://arxiv.org/abs/2504.13181v1
box AP
66.0
16k > Object Detection
COCO minival
PE_spatial (DETA)
https://arxiv.org/abs/2504.13181v1
Params (M)
1900
16k > Object Detection
COCO minival
Co-DETR
https://arxiv.org/abs/2211.12860v5
box AP
65.9
16k > Object Detection
COCO minival
Co-DETR
https://arxiv.org/abs/2211.12860v5
Params (M)
314
16k > Object Detection
COCO minival
M3I Pre-training (InternImage-H)
https://arxiv.org/abs/2211.09807v2
box AP
65.0
16k > Object Detection
COCO minival
InternImage-H
https://arxiv.org/abs/2211.05778v4
box AP
65.0
16k > Object Detection
COCO minival
Co-DETR (Swin-L)
https://arxiv.org/abs/2211.12860v5
box AP
64.7
16k > Object Detection
COCO minival
Co-DETR (Swin-L)
https://arxiv.org/abs/2211.12860v5
Params (M)
218
16k > Object Detection
COCO minival
Focal-Stable-DINO (Focal-Huge, no TTA)
https://arxiv.org/abs/2304.13027v1
box AP
64.6
16k > Object Detection
COCO minival
Focal-Stable-DINO (Focal-Huge, no TTA)
https://arxiv.org/abs/2304.13027v1
AP50
81.5
16k > Object Detection
COCO minival
Focal-Stable-DINO (Focal-Huge, no TTA)
https://arxiv.org/abs/2304.13027v1
AP75
71.4
16k > Object Detection
COCO minival
Focal-Stable-DINO (Focal-Huge, no TTA)
https://arxiv.org/abs/2304.13027v1
APS
50.4
16k > Object Detection
COCO minival
Focal-Stable-DINO (Focal-Huge, no TTA)
https://arxiv.org/abs/2304.13027v1
APM
68.5
16k > Object Detection
COCO minival
Focal-Stable-DINO (Focal-Huge, no TTA)
https://arxiv.org/abs/2304.13027v1
APL
78.5
16k > Object Detection
COCO minival
Focal-Stable-DINO (Focal-Huge, no TTA)
https://arxiv.org/abs/2304.13027v1
Params (M)
689
16k > Object Detection
COCO minival
EVA
https://arxiv.org/abs/2211.07636v2
box AP
64.5
16k > Object Detection
COCO minival
EVA
https://arxiv.org/abs/2211.07636v2
AP50
82.1
16k > Object Detection
COCO minival
EVA
https://arxiv.org/abs/2211.07636v2
AP75
70.8
16k > Object Detection
COCO minival
EVA
https://arxiv.org/abs/2211.07636v2
APS
49.4
16k > Object Detection
COCO minival
EVA
https://arxiv.org/abs/2211.07636v2
APM
68.4
16k > Object Detection
COCO minival
EVA
https://arxiv.org/abs/2211.07636v2
APL
78.5
16k > Object Detection
COCO minival
ViT-CoMer
https://openreview.net/forum?id=srPMwpkWbR&invitationId=thecvf.com/CVPR/2024/Conference/Submission1221/-/Camera_Ready_Revision&referrer=%5BAuthor%20Console%5D(%2Fgroup%3Fid%3Dthecvf.com%2FCVPR%2F2024%2FConference%2FAuthors%23author-tasks)
box AP
64.3
16k > Object Detection
COCO minival
ViT-CoMer
https://openreview.net/forum?id=srPMwpkWbR&invitationId=thecvf.com/CVPR/2024/Conference/Submission1221/-/Camera_Ready_Revision&referrer=%5BAuthor%20Console%5D(%2Fgroup%3Fid%3Dthecvf.com%2FCVPR%2F2024%2FConference%2FAuthors%23author-tasks)
Params (M)
363
16k > Object Detection
COCO minival
FocalNet-H (DINO)
https://arxiv.org/abs/2203.11926v3
box AP
64.2
16k > Object Detection
COCO minival
InternImage-XL
https://arxiv.org/abs/2211.05778v4
box AP
64.2
16k > Object Detection
COCO minival
CP-DETR-L Swin-L(Fine tuning separately in COCO)
https://arxiv.org/abs/2412.09799v1
box AP
64.1
16k > Object Detection
COCO minival
RevCol-H(DINO)
https://arxiv.org/abs/2212.11696v3
box AP
63.8
16k > Object Detection
COCO minival
DINO (Swin-L)
https://arxiv.org/abs/2203.03605v4
box AP
63.2
16k > Object Detection
COCO minival
Grounding DINO
https://arxiv.org/abs/2303.05499v5
box AP
63.0
16k > Object Detection
COCO minival
SwinV2-G (HTC++)
https://arxiv.org/abs/2111.09883v2
box AP
62.5
16k > Object Detection
COCO minival
Florence-CoSwin-H
https://arxiv.org/abs/2111.11432v1
box AP
62
16k > Object Detection
COCO minival
GLEE-Pro
https://arxiv.org/abs/2312.09158v1
box AP
62.0
16k > Object Detection
COCO minival
ViTDet, ViT-H Cascade (multiscale)
https://arxiv.org/abs/2203.16527v2
box AP
61.3
16k > Object Detection
COCO minival
GLIP (Swin-L, multi-scale)
https://arxiv.org/abs/2112.03857v2
box AP
60.8
16k > Object Detection
COCO minival
Soft Teacher + Swin-L (HTC++, multi-scale)
https://arxiv.org/abs/2106.09018v3
box AP
60.7
16k > Object Detection
COCO minival
UNINEXT-H
https://arxiv.org/abs/2303.06674v2
box AP
60.6
16k > Object Detection
COCO minival
UNINEXT-H
https://arxiv.org/abs/2303.06674v2
AP50
77.5
16k > Object Detection
COCO minival
UNINEXT-H
https://arxiv.org/abs/2303.06674v2
AP75
66.7
16k > Object Detection
COCO minival
UNINEXT-H
https://arxiv.org/abs/2303.06674v2
APS
45.1
16k > Object Detection
COCO minival
UNINEXT-H
https://arxiv.org/abs/2303.06674v2
APM
64.8
16k > Object Detection
COCO minival
UNINEXT-H
https://arxiv.org/abs/2303.06674v2
APL
75.3
16k > Object Detection
COCO minival
ViT-Adapter-L (HTC++, BEiTv2 pretrain, multi-scale)
https://arxiv.org/abs/2205.08534v4
box AP
60.5
16k > Object Detection
COCO minival
ViTDet, ViT-H Cascade
https://arxiv.org/abs/2203.16527v2
box AP
60.4
16k > Object Detection
COCO minival
GLEE-Plus
https://arxiv.org/abs/2312.09158v1
box AP
60.4
16k > Object Detection
COCO minival
DyHead (Swin-L, multi scale, self-training)
https://arxiv.org/abs/2106.08322v1
box AP
60.3
16k > Object Detection
COCO minival
DyHead (Swin-L, multi scale, self-training)
https://arxiv.org/abs/2106.08322v1
AP50
78.2
16k > Object Detection
COCO minival
DyHead (Swin-L, multi scale, self-training)
https://arxiv.org/abs/2106.08322v1
APL
74.2
16k > Object Detection
COCO minival
ViT-Adapter-L (HTC++, BEiT pretrain, multi-scale)
https://arxiv.org/abs/2205.08534v4
box AP
60.2
16k > Object Detection
COCO minival
Soft Teacher+Swin-L(HTC++, single scale)
https://arxiv.org/abs/2106.09018v3
box AP
60.1
16k > Object Detection
COCO minival
CBNetV2 (Dual-Swin-L HTC, multi-scale)
https://arxiv.org/abs/2107.00420v7
box AP
59.6
16k > Object Detection
COCO minival
Frozen Backbone, SwinV2-G-ext22K (HTC)
https://arxiv.org/abs/2211.02043v1
box AP
59.3
16k > Object Detection
COCO minival
HorNet-L
https://arxiv.org/abs/2207.14284v3
box AP
59.2
16k > Object Detection
COCO minival
MOAT-3 (IN-22K pretraining, single-scale)
https://arxiv.org/abs/2210.01820v2
box AP
59.2
16k > Object Detection
COCO minival
CBNetV2 (Dual-Swin-L HTC, multi-scale)
https://arxiv.org/abs/2107.00420v7
box AP
59.1
16k > Object Detection
COCO minival
Focal-L (DyHead, multi-scale)
https://arxiv.org/abs/2107.00641v1
box AP
58.7
16k > Object Detection
COCO minival
Focal-L (DyHead, multi-scale)
https://arxiv.org/abs/2107.00641v1
AP50
77.2
16k > Object Detection
COCO minival
Focal-L (DyHead, multi-scale)
https://arxiv.org/abs/2107.00641v1
APL
73.4
16k > Object Detection
COCO minival
MViTv2-L (Cascade Mask R-CNN, multi-scale, IN21k pre-train)
https://arxiv.org/abs/2112.01526v2
box AP
58.7
16k > Object Detection
COCO minival
MOAT-2 (IN-22K pretraining, single-scale)
https://arxiv.org/abs/2210.01820v2
box AP
58.5
16k > Object Detection
COCO minival
DyHead (Swin-L, multi scale)
https://arxiv.org/abs/2106.08322v1
box AP
58.4
16k > Object Detection
COCO minival
DyHead (Swin-L, multi scale)
https://arxiv.org/abs/2106.08322v1
AP50
76.8
16k > Object Detection
COCO minival
DyHead (Swin-L, multi scale)
https://arxiv.org/abs/2106.08322v1
APS
44.5
16k > Object Detection
COCO minival
DyHead (Swin-L, multi scale)
https://arxiv.org/abs/2106.08322v1
APM
62.2
16k > Object Detection
COCO minival
DyHead (Swin-L, multi scale)
https://arxiv.org/abs/2106.08322v1
APL
73.2
16k > Object Detection
COCO minival
Swin-L (HTC++, multi scale)
https://arxiv.org/abs/2103.14030v2
box AP
58
16k > Object Detection
COCO minival
MOAT-1 (IN-1K pretraining, single-scale)
https://arxiv.org/abs/2210.01820v2
box AP
57.7
16k > Object Detection
COCO minival
UM-MAE(HTC++, Swin-L, IN1K)
https://arxiv.org/abs/2205.10063v1
box AP
57.4
16k > Object Detection
COCO minival
YOLOv6-L6(46 fps, 1280, V100)
https://arxiv.org/abs/2301.05586v1
box AP
57.2
16k > Object Detection
COCO minival
YOLOv6-L6(46 fps, 1280, V100)
https://arxiv.org/abs/2301.05586v1
AP50
74.5
16k > Object Detection
COCO minival
Swin-L (HTC++, single scale)
https://arxiv.org/abs/2103.14030v2
box AP
57.1
16k > Object Detection
COCO minival
TransNeXt-Base (IN-1K pretrain, DINO 1x)
https://arxiv.org/abs/2311.17132v3
box AP
57.1
16k > Object Detection
COCO minival
Cascade Eff-B7 NAS-FPN (1280, self-training Copy Paste, single-scale)
https://arxiv.org/abs/2012.07177v2
box AP
57.0
16k > Object Detection
COCO minival
TransNeXt-Small (IN-1K pretrain, DINO 1x)
https://arxiv.org/abs/2311.17132v3
box AP
56.6
16k > Object Detection
COCO minival
QueryInst (single scale)
https://arxiv.org/abs/2105.01928v3
box AP
56.1
16k > Object Detection
COCO minival
QueryInst (single scale)
https://arxiv.org/abs/2105.01928v3
AP50
75.8