2D Object Detection on CrowdHuman (full body)

Metric: mMR (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mMR▼	Augmentations	Paper	Date↕	Code
1	Faster RCNN (ResNet50)	50.49	No	CrowdHuman: A Benchmark for Detecting Human in a...	2018-04-30	Code
2	Adaptive NMS (Faster RCNN, ResNet50)	49.73	No	Adaptive NMS: Refining Pedestrian Detection in a...	2019-04-07	-
3	IterDet (Faster RCNN, ResNet50, 2 iterations)	49.44	No	IterDet: Iterative Scheme for Object Detection i...	2020-05-12	-
4	IterDet (Faster RCNN, ResNet50, 1 iteration)	49.12	No	IterDet: Iterative Scheme for Object Detection i...	2020-05-12	-
5	NOH-NMS	43.9	No	NOH-NMS: Improving Pedestrian Detection by Nearb...	2020-07-27	Code
6	V2F-Net	42.28	No	V2F-Net: Explicit Decomposition of Occluded Pede...	2021-04-07	-
7	UniHCP (finetune)	41.6	No	UniHCP: A Unified Model for Human-Centric Percep...	2023-03-06	Code
8	CrowdDet	41.4	No	Detection in Crowded Scenes: One Proposal, Multi...	2020-03-20	Code
9	DDQ FCN (R50 One-Stage)	41	No	Dense Distinct Query for End-to-End Object Detec...	2023-03-22	Code
10	Hulk(Finetune, ViT-B)	40.7	No	Hulk: A Universal Knowledge Translator for Human...	2023-12-04	Code
11	DDQ R-CNN (R50)	40.4	No	Dense Distinct Query for End-to-End Object Detec...	2023-03-22	Code
12	Beta R-CNN	40.3	No	Beta R-CNN: Looking into Pedestrian Detection fr...	2022-10-23	-
13	DDQ DETR (R50)	39.7	No	Dense Distinct Query for End-to-End Object Detec...	2023-03-22	Code
14	Progressive DETR	37.7	No	Progressive End-to-End Object Detection in Crowd...	2022-03-15	Code
15	Hulk(Finetune, ViT-L)	36.5	No	Hulk: A Universal Knowledge Translator for Human...	2023-12-04	Code
16	MMPedestron	30.8	No	When Pedestrian Detection Meets Multi-Modal Lear...	2024-07-14	Code