Action Localization on Assembly101

Metric: F1@25% (higher is better)

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#	Model↕	F1@25%▼	Extra Data	Paper	Date↕	Code
1	ASQuery	35.6	No	-	-	Code
2	LTContext	30	No	How Much Temporal Long-Term Context is Needed fo...	2023-08-22	Code
3	ASFormer	29.2	No	ASFormer: Transformer for Action Segmentation	2021-10-16	Code
4	C2F-TCN	29	No	Coarse to Fine Multi-Resolution Temporal Convolu...	2021-05-23	Code
5	UVAST	28.3	No	Unified Fully and Timestamp Supervised Temporal ...	2022-09-01	Code
6	MS-TCN++	27.8	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
7	ProTAS(Offline)	24.4	No	-	-	Code

#1ASQuery
35.6
F1@25%
No paperCode
#2LTContextSOTA
30
F1@25%· 2023-08-22
How Much Temporal Long-Term Context is Needed for Action Segmentation?Code
#3ASFormerSOTA
29.2
F1@25%· 2021-10-16
ASFormer: Transformer for Action Segmentation Code
#4C2F-TCNSOTA
29
F1@25%· 2021-05-23
Coarse to Fine Multi-Resolution Temporal Convolutional Network Code
#5UVAST
28.3
F1@25%· 2022-09-01
Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation Code
#6MS-TCN++SOTA
27.8
F1@25%· 2020-06-16
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation Code
#7ProTAS(Offline)
24.4
F1@25%
No paperCode