Action Segmentation on 50 Salads

Metric: Edit (higher is better)

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#	Model↕	Edit▼	Extra Data	Paper	Date↕	Code
1	Semantic2Graph	89.1	Yes	Semantic2Graph: Graph-based Multi-modal Feature ...	2022-09-13	-
2	Br-Prompt+ASPnet (RGB, flow, accelerometer)	87.5	Yes	-	-	-
3	DiffAct	85	No	Diffusion Action Segmentation	2023-03-31	Code
4	SF-TMN(ASFormer)	84.4	No	SF-TMN: SlowFast Temporal Modeling Network for S...	2023-06-15	-
5	BaFormer	84.2	No	Efficient Temporal Action Segmentation via Bound...	2024-05-25	Code
6	UVAST	83.9	No	Unified Fully and Timestamp Supervised Temporal ...	2022-09-01	Code
7	Br-Prompt+ASFormer	83.8	Yes	Bridge-Prompt: Towards Ordinal Action Understand...	2022-03-26	Code
8	LTContext	83.2	No	How Much Temporal Long-Term Context is Needed fo...	2023-08-22	Code
9	EUT	82.9	No	Do we really need temporal convolutions in actio...	2022-05-26	Code
10	DPRN	82	No	-	-	-
11	ASFormer+ASRF	81.9	No	ASFormer: Transformer for Action Segmentation	2021-10-16	Code
12	CETNet	81.7	No	Cross-Enhancement Transformer for Action Segment...	2022-05-19	Code
13	ASRF + HASR	81	No	-	-	Code
14	ASFormer	79.6	No	ASFormer: Transformer for Action Segmentation	2021-10-16	Code
15	ASRF	79.3	No	Alleviating Over-segmentation Errors by Detectin...	2020-07-14	Code
16	ETSN	78.8	No	-	-	Code
17	AUL	77	No	-	-	Code
18	C2F-TCN	76.4	No	Coarse to Fine Multi-Resolution Temporal Convolu...	2021-05-23	Code
19	SSTDA	75.8	No	Action Segmentation with Joint Self-Supervised T...	2020-03-05	Code
20	DA	75.2	No	Action Segmentation with Mixed Temporal Domain A...	2021-04-15	-
21	BCN	74.3	No	-	-	Code
22	MS-TCN++	74.3	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
23	G2L (MS-TCN)	73.4	No	Global2Local: Efficient Structure Search for Vid...	2021-01-04	Code
24	DTGRM	72	No	Temporal Relational Modeling with Self-Supervisi...	2020-12-14	Code
25	MS-TCN++(sh)	70.7	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
26	DS-TCN	70	No	-	-	-
27	MS-TCN	67.9	No	MS-TCN: Multi-Stage Temporal Convolutional Netwo...	2019-03-05	Code

#1Semantic2GraphSOTA
89.1
Edit· Extra Data· 2022-09-13
Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos
#2Br-Prompt+ASPnet (RGB, flow, accelerometer)
87.5
Edit· Extra Data
No paper
#3DiffAct
85
Edit· 2023-03-31
Diffusion Action Segmentation Code
#4SF-TMN(ASFormer)
84.4
Edit· 2023-06-15
SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition
#5BaFormer
84.2
Edit· 2024-05-25
Efficient Temporal Action Segmentation via Boundary-aware Query Voting Code
#6UVASTSOTA
83.9
Edit· 2022-09-01
Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation Code
#7Br-Prompt+ASFormerSOTA
83.8
Edit· Extra Data· 2022-03-26
Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos Code
#8LTContext
83.2
Edit· 2023-08-22
How Much Temporal Long-Term Context is Needed for Action Segmentation?Code
#9EUT
82.9
Edit· 2022-05-26
Do we really need temporal convolutions in action segmentation?Code
#10DPRN
82
Edit
No paper
#11ASFormer+ASRFSOTA
81.9
Edit· 2021-10-16
ASFormer: Transformer for Action Segmentation Code
#12CETNet
81.7
Edit· 2022-05-19
Cross-Enhancement Transformer for Action Segmentation Code
#13ASRF + HASR
81
Edit
No paperCode
#14ASFormer
79.6
Edit· 2021-10-16
ASFormer: Transformer for Action Segmentation Code
#15ASRFSOTA
79.3
Edit· 2020-07-14
Alleviating Over-segmentation Errors by Detecting Action Boundaries Code
#16ETSN
78.8
Edit
No paperCode
#17AUL
77
Edit
No paperCode
#18C2F-TCN
76.4
Edit· 2021-05-23
Coarse to Fine Multi-Resolution Temporal Convolutional Network Code
#19SSTDASOTA
75.8
Edit· 2020-03-05
Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Code
#20DA
75.2
Edit· 2021-04-15
Action Segmentation with Mixed Temporal Domain Adaptation
#21BCN
74.3
Edit
No paperCode
#22MS-TCN++
74.3
Edit· 2020-06-16
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation Code
#23G2L (MS-TCN)
73.4
Edit· 2021-01-04
Global2Local: Efficient Structure Search for Video Action Segmentation Code
#24DTGRM
72
Edit· 2020-12-14
Temporal Relational Modeling with Self-Supervision for Action Segmentation Code
#25MS-TCN++(sh)
70.7
Edit· 2020-06-16
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation Code
#26DS-TCN
70
Edit
No paper
#27MS-TCNSOTA
67.9
Edit· 2019-03-05
MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Code