FineAction

Dataset Information
Modalities
Videos
Introduced
2021
License
Unknown
Homepage
Official Website
Contents

Overview

FineAction contains 103K temporal instances of 106 action categories, annotated in 17K untrimmed videos. FineAction introduces new opportunities and challenges for temporal action localization, thanks to its distinct characteristics of fine action classes with rich diversity, dense annotations of multiple instances, and co-occurring actions of different classes.

Variants: FineAction

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Temporal Action Localization RDFA-S6 (InternVideo2-6B) Enhancing Temporal Action Localization: Advanced … 2024-07-18
Temporal Action Localization DyFADet (VideoMAE v2-g) DyFADet: Dynamic Feature Aggregation for … 2024-07-03
Temporal Action Localization InternVideo2-6B InternVideo2: Scaling Foundation Models for … 2024-03-22
Temporal Action Localization ActionMamba(InternVideo2-6B) Video Mamba Suite: State Space … 2024-03-14
Temporal Action Localization VideoMAE V2-g VideoMAE V2: Scaling Video Masked … 2023-03-29
Temporal Action Localization InternVideo InternVideo: General Video Foundation Models … 2022-12-06
Weakly Supervised Action Localization HAAN Weakly-Supervised Temporal Action Detection for … 2022-07-24
Weakly Supervised Action Localization ASL Weakly Supervised Action Selection Learning … 2021-05-06
Weakly Supervised Action Localization D2-Net D2-Net: Weakly-Supervised Action Localization via … 2020-12-11
Temporal Action Localization G-TAD (i3d feature) G-TAD: Sub-Graph Localization for Temporal … 2019-11-26
Temporal Action Localization DBG (i3d feature) Fast Learning of Temporal Action … 2019-11-11
Temporal Action Localization BMN (i3d feaure) BMN: Boundary-Matching Network for Temporal … 2019-07-23
Weakly Supervised Action Localization W-TALC W-TALC: Weakly-supervised Temporal Activity Localization … 2018-07-27

Research Papers

Recent papers with results on this dataset:

External Links: