Action Segmentation on GTEA

Metric: Acc (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Acc▼	Extra Data	Paper	Date↕	Code
1	Semantic2Graph	89.8	Yes	Semantic2Graph: Graph-based Multi-modal Feature ...	2022-09-13	-
2	FACT	84.5	No	-	-	Code
3	BaFormer	83	No	Efficient Temporal Action Segmentation via Bound...	2024-05-25	Code
4	SF-TMN(ASFormer)	83	No	SF-TMN: SlowFast Temporal Modeling Network for S...	2023-06-15	-
5	DiffAct	82.2	No	Diffusion Action Segmentation	2023-03-31	Code
6	DPRN	82	No	-	-	-
7	BIT	82	No	BIT: Bi-Level Temporal Modeling for Efficient Su...	2023-08-28	-
8	Br-Prompt+ASFormer	81.2	Yes	Bridge-Prompt: Towards Ordinal Action Understand...	2022-03-26	Code
9	C2F-TCN	80.8	No	Coarse to Fine Multi-Resolution Temporal Convolu...	2021-05-23	Code
10	CETNet	80.3	No	Cross-Enhancement Transformer for Action Segment...	2022-05-19	Code
11	UVAST	80.2	No	Unified Fully and Timestamp Supervised Temporal ...	2022-09-01	Code
12	MS-TCN++	80.1	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
13	DA	80	No	Action Segmentation with Mixed Temporal Domain A...	2021-04-15	-
14	SSTDA	79.8	No	Action Segmentation with Joint Self-Supervised T...	2020-03-05	Code
15	BCN	79.8	No	-	-	Code
16	ASFormer	79.7	No	ASFormer: Transformer for Action Segmentation	2021-10-16	Code
17	MS-TCN++(sh)	79.7	No	MS-TCN++: Multi-Stage Temporal Convolutional Net...	2020-06-16	Code
18	MS-TCN	79.2	No	MS-TCN: Multi-Stage Temporal Convolutional Netwo...	2019-03-05	Code
19	SSTDA + HASR	78.7	No	-	-	Code
20	ETSN	78.2	No	-	-	Code
21	DS-TCN	78.1	No	-	-	-
22	ASRF	77.3	No	Alleviating Over-segmentation Errors by Detectin...	2020-07-14	Code
23	EUT	77	No	Do we really need temporal convolutions in actio...	2022-05-26	Code
24	ASRF + HASR	76.9	No	-	-	Code
25	TDRN	70.1	No	-	-	-
26	AUL	69.2	No	-	-	Code
27	ED-TCN	64	No	Temporal Convolutional Networks for Action Segme...	2016-11-16	Code
28	ST-CNN	60.6	No	Segmental Spatiotemporal CNNs for Fine-grained A...	2016-02-09	-