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SotA/Computer Vision/Action Localization/50 Salads

Action Localization on 50 Salads

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#Model↕Edit▼Extra DataPaperDate↕Code
1Semantic2Graph89.1YesSemantic2Graph: Graph-based Multi-modal Feature ...2022-09-13-
2Br-Prompt+ASPnet (RGB, flow, accelerometer)87.5Yes---
3DiffAct85NoDiffusion Action Segmentation2023-03-31Code
4SF-TMN(ASFormer)84.4NoSF-TMN: SlowFast Temporal Modeling Network for S...2023-06-15-
5BaFormer84.2NoEfficient Temporal Action Segmentation via Bound...2024-05-25Code
6UVAST83.9NoUnified Fully and Timestamp Supervised Temporal ...2022-09-01Code
7Br-Prompt+ASFormer83.8YesBridge-Prompt: Towards Ordinal Action Understand...2022-03-26Code
8LTContext83.2NoHow Much Temporal Long-Term Context is Needed fo...2023-08-22Code
9EUT82.9NoDo we really need temporal convolutions in actio...2022-05-26Code
10DPRN82No---
11ASFormer+ASRF81.9NoASFormer: Transformer for Action Segmentation2021-10-16Code
12CETNet81.7NoCross-Enhancement Transformer for Action Segment...2022-05-19Code
13ASRF + HASR81No--Code
14ASFormer79.6NoASFormer: Transformer for Action Segmentation2021-10-16Code
15ASRF79.3NoAlleviating Over-segmentation Errors by Detectin...2020-07-14Code
16ETSN78.8No--Code
17AUL77No--Code
18C2F-TCN76.4NoCoarse to Fine Multi-Resolution Temporal Convolu...2021-05-23Code
19SSTDA75.8NoAction Segmentation with Joint Self-Supervised T...2020-03-05Code
20DA75.2NoAction Segmentation with Mixed Temporal Domain A...2021-04-15-
21BCN74.3No--Code
22MS-TCN++74.3NoMS-TCN++: Multi-Stage Temporal Convolutional Net...2020-06-16Code
23G2L (MS-TCN)73.4NoGlobal2Local: Efficient Structure Search for Vid...2021-01-04Code
24DTGRM72NoTemporal Relational Modeling with Self-Supervisi...2020-12-14Code
25MS-TCN++(sh)70.7NoMS-TCN++: Multi-Stage Temporal Convolutional Net...2020-06-16Code
26DS-TCN70No---
27MS-TCN67.9NoMS-TCN: Multi-Stage Temporal Convolutional Netwo...2019-03-05Code