Event-based Object Segmentation on MVSEC-SEG

Metric: mIoU (higher is better)

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	EventSAM	0.4	No	Segment Any Events via Weighted Adaptation of Pi...	2023-12-24	Code
2	ETNet	0.37	No	-	-	Code
3	E2VID	0.35	No	High Speed and High Dynamic Range Video with an ...	2019-06-15	Code
4	DTL	0.33	No	Dual Transfer Learning for Event-based End-task ...	2021-09-04	Code
5	ESS	0.32	No	ESS: Learning Event-based Semantic Segmentation ...	2022-03-18	Code
6	NGA	0.32	No	Learning to Exploit Multiple Vision Modalities b...	2020-03-24	-
7	Evdistill	0.29	No	EvDistill: Asynchronous Events to End-task Learn...	2021-11-24	Code
8	SAM	0.26	No	Segment Anything	2023-04-05	Code

#1EventSAMSOTA
0.4
mIoU· 2023-12-24
Segment Any Events via Weighted Adaptation of Pivotal Tokens Code
#2ETNet
0.37
mIoU
No paperCode
#3E2VIDSOTA
0.35
mIoU· 2019-06-15
High Speed and High Dynamic Range Video with an Event Camera Code
#4DTL
0.33
mIoU· 2021-09-04
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation Code
#5ESS
0.32
mIoU· 2022-03-18
ESS: Learning Event-based Semantic Segmentation from Still Images Code
#6NGA
0.32
mIoU· 2020-03-24
Learning to Exploit Multiple Vision Modalities by Using Grafted Networks
#7Evdistill
0.29
mIoU· 2021-11-24
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Code
#8SAM
0.26
mIoU· 2023-04-05
Segment Anything Code