Action Segmentation on GTEA

Metric: F1@25% (higher is better)

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#	Model↕	F1@25%▼	Extra Data	Paper	Date↕	Code
1	FACT	95.6	No	-	-	Code
2	Semantic2Graph	94.2	Yes	Semantic2Graph: Graph-based Multi-modal Feature ...	2022-09-13	-
3	BIT	92.8	No	BIT: Bi-Level Temporal Modeling for Efficient Su...	2023-08-28	-
4	Br-Prompt+ASFormer	92	Yes	Bridge-Prompt: Towards Ordinal Action Understand...	2022-03-26	Code
5	DPRN	92	No	-	-	-
6	DiffAct	91.5	No	Diffusion Action Segmentation	2023-03-31	Code
7	BaFormer	91.3	No	Efficient Temporal Action Segmentation via Bound...	2024-05-25	Code
8	UVAST	91.3	No	Unified Fully and Timestamp Supervised Temporal ...	2022-09-01	Code
9	CETNet	91.2	No	Cross-Enhancement Transformer for Action Segment...	2022-05-19	Code
10	SF-TMN(ASFormer)	90.7	No	SF-TMN: SlowFast Temporal Modeling Network for S...	2023-06-15	-
11	ETSN	90	No	-	-	Code
12	SSTDA	89.1	No	Action Segmentation with Joint Self-Supervised T...	2020-03-05	Code
13	ASFormer	88.8	No	ASFormer: Transformer for Action Segmentation	2021-10-16	Code
14	C2F-TCN	88.8	No	Coarse to Fine Multi-Resolution Temporal Convolu...	2021-05-23	Code
15	SSTDA + HASR	88.6	No	-	-	Code
16	DA	88.4	No	Action Segmentation with Mixed Temporal Domain A...	2021-04-15	-
17	ASRF	87.8	No	Alleviating Over-segmentation Errors by Detectin...	2020-07-14	Code
18	ASRF + HASR	87.2	No	-	-	Code
19	EUT	87.2	No	Do we really need temporal convolutions in actio...	2022-05-26	Code
20	BCN	87.1	No	-	-	Code
21	MS-TCN++(sh)	86.2	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
22	MS-TCN++	85.7	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
23	AUL	85.5	No	-	-	Code
24	DS-TCN	85.44	No	-	-	-
25	MS-TCN	85.4	No	MS-TCN: Multi-Stage Temporal Convolutional Netwo...	2019-03-05	Code
26	TDRN	74.4	No	-	-	-
27	ED-TCN	69.3	No	Temporal Convolutional Networks for Action Segme...	2016-11-16	Code
28	ST-CNN	54.4	No	Segmental Spatiotemporal CNNs for Fine-grained A...	2016-02-09	-