Action Segmentation on GTEA

Metric: F1@10% (higher is better)

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#	Model↕	F1@10%▼	Extra Data	Paper	Date↕	Code
1	FACT	96.1	No	-	-	Code
2	Semantic2Graph	95.7	Yes	Semantic2Graph: Graph-based Multi-modal Feature ...	2022-09-13	-
3	BIT	94.8	No	BIT: Bi-Level Temporal Modeling for Efficient Su...	2023-08-28	-
4	Br-Prompt+ASFormer	94.1	Yes	Bridge-Prompt: Towards Ordinal Action Understand...	2022-03-26	Code
5	DPRN	92.9	No	-	-	-
6	UVAST	92.7	No	Unified Fully and Timestamp Supervised Temporal ...	2022-09-01	Code
7	DiffAct	92.5	No	Diffusion Action Segmentation	2023-03-31	Code
8	BaFormer	92	No	Efficient Temporal Action Segmentation via Bound...	2024-05-25	Code
9	SF-TMN(ASFormer)	91.9	No	SF-TMN: SlowFast Temporal Modeling Network for S...	2023-06-15	-
10	CETNet	91.8	No	Cross-Enhancement Transformer for Action Segment...	2022-05-19	Code
11	ETSN	91.1	No	-	-	Code
12	SSTDA + HASR	90.9	No	-	-	Code
13	DA	90.5	No	Action Segmentation with Mixed Temporal Domain A...	2021-04-15	-
14	C2F-TCN	90.3	No	Coarse to Fine Multi-Resolution Temporal Convolu...	2021-05-23	Code
15	ASFormer	90.1	No	ASFormer: Transformer for Action Segmentation	2021-10-16	Code
16	SSTDA	90	No	Action Segmentation with Joint Self-Supervised T...	2020-03-05	Code
17	ASRF	89.4	No	Alleviating Over-segmentation Errors by Detectin...	2020-07-14	Code
18	ASRF + HASR	89.2	No	-	-	Code
19	MS-TCN++	88.8	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
20	BCN	88.5	No	-	-	Code
21	DS-TCN	88.3	No	-	-	-
22	MS-TCN++(sh)	88.2	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
23	EUT	88.2	No	Do we really need temporal convolutions in actio...	2022-05-26	Code
24	AUL	88.2	No	-	-	Code
25	MS-TCN	87.5	No	MS-TCN: Multi-Stage Temporal Convolutional Netwo...	2019-03-05	Code
26	TDRN	79.2	No	-	-	-
27	ED-TCN	72.2	No	Temporal Convolutional Networks for Action Segme...	2016-11-16	Code
28	ST-CNN	58.7	No	Segmental Spatiotemporal CNNs for Fine-grained A...	2016-02-09	-