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Semantic Segmentation On Dsec

Metrics

mIoU

Results

Performance results of various models on this benchmark

Model Name	mIoU	Paper Title	Repository
SegNeXt-B	71.55	SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation
EV-SegNet	51.76	EV-SegNet: Semantic Segmentation for Event-based Cameras	-
SegFormer-B2	71.99	SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
EDCNet-S2D	56.75	Exploring Event-driven Dynamic Context for Accident Scene Segmentation
CMNeXt	72.54	Delivering Arbitrary-Modal Semantic Segmentation
HALSIE	52.43	HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities	-
ESS	51.57	ESS: Learning Event-based Semantic Segmentation from Still Images
CMX	72.42	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers

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