Action Segmentation on Assembly101

Metric: F1@50% (higher is better)

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#	Model↕	F1@50%▼	Extra Data	Paper	Date↕	Code
1	ASQuery	29.4	No	-	-	Code
2	LTContext	22.6	No	How Much Temporal Long-Term Context is Needed fo...	2023-08-22	Code
3	ASFormer	21.4	No	ASFormer: Transformer for Action Segmentation	2021-10-16	Code
4	C2F-TCN	21.3	No	Coarse to Fine Multi-Resolution Temporal Convolu...	2021-05-23	Code
5	UVAST	20.8	No	Unified Fully and Timestamp Supervised Temporal ...	2022-09-01	Code
6	MS-TCN++	20.6	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
7	ProTAS(Offline)	17.5	No	-	-	Code

#1ASQuery
29.4
F1@50%
No paperCode
#2LTContextSOTA
22.6
F1@50%· 2023-08-22
How Much Temporal Long-Term Context is Needed for Action Segmentation?Code
#3ASFormerSOTA
21.4
F1@50%· 2021-10-16
ASFormer: Transformer for Action Segmentation Code
#4C2F-TCNSOTA
21.3
F1@50%· 2021-05-23
Coarse to Fine Multi-Resolution Temporal Convolutional Network Code
#5UVAST
20.8
F1@50%· 2022-09-01
Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation Code
#6MS-TCN++SOTA
20.6
F1@50%· 2020-06-16
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation Code
#7ProTAS(Offline)
17.5
F1@50%
No paperCode