2D Classification on STCrowd

Metric: AP (higher is better)

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#	Model↕	AP▼	Augmentations	Paper	Date↕	Code
1	MMPedestron	74.9	No	When Pedestrian Detection Meets Multi-Modal Lear...	2024-07-14	Code
2	FPN-Fusion	61.5	No	-	-	Code
3	CMX	61	No	CMX: Cross-Modal Fusion for RGB-X Semantic Segme...	2022-03-09	Code
4	ProbEN	60	No	Multimodal Object Detection via Probabilistic En...	2021-04-07	Code
5	Early-Fusion	54.4	No	Multispectral Deep Neural Networks for Pedestria...	2016-11-08	Code
6	HRFuser	49	No	HRFuser: A Multi-resolution Sensor Fusion Archit...	2022-06-30	Code

#1MMPedestronSOTA
74.9
AP· 2024-07-14
When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset Code
#2FPN-Fusion
61.5
AP
No paperCode
#3CMXSOTA
61
AP· 2022-03-09
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Code
#4ProbENSOTA
60
AP· 2021-04-07
Multimodal Object Detection via Probabilistic Ensembling Code
#5Early-FusionSOTA
54.4
AP· 2016-11-08
Multispectral Deep Neural Networks for Pedestrian Detection Code
#6HRFuser
49
AP· 2022-06-30
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection Code