ML Research Wiki / Benchmarks / Temporal Action Localization / HACS

HACS

Temporal Action Localization Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: Average-mAP

Top Performing Models

Rank Model Paper Average-mAP Date Code
1 RDFA-S6 (InternVideo2-6B) Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent Mechanism 45.80 2024-07-18 📦 lsy0882/RDFA-S6
2 ActionMamba(InternVideo2-6B) Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding 44.56 2024-03-14 📦 opengvlab/video-mamba-suite
3 DyFADet(VideoMAEv2) DyFADet: Dynamic Feature Aggregation for Temporal Action Detection 44.30 2024-07-03 📦 yangle15/DyFADet-pytorch
4 InternVideo2-6B InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 43.30 2024-03-22 📦 opengvlab/internvideo 📦 opengvlab/internvideo2
5 TriDet (VideoMAEv2) Temporal Action Localization with Enhanced Instant Discriminability 43.10 2023-09-11 📦 dingfengshi/tridet 📦 sssste/tridet 📦 dingfengshi/tridetplus
6 InternVideo2-1B InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 42.40 2024-03-22 📦 opengvlab/internvideo 📦 opengvlab/internvideo2
7 InternVideo InternVideo: General Video Foundation Models via Generative and Discriminative Learning 41.55 2022-12-06 📦 opengvlab/internvideo 📦 yingsen1/unimd
8 TriDet (SlowFast) TriDet: Temporal Action Detection with Relative Boundary Modeling 38.60 2023-03-13 📦 dingfengshi/tridet
9 TriDet (I3D RGB) TriDet: Temporal Action Detection with Relative Boundary Modeling 36.80 2023-03-13 📦 dingfengshi/tridet
10 TadTr (I3D RGB) End-to-end Temporal Action Detection with Transformer 32.09 2021-06-18 📦 xlliu7/TadTR

All Papers (11)

lsy0882/RDFA-S6
opengvlab/video-mamba-suite
yangle15/DyFADet-pytorch
opengvlab/internvideo opengvlab/internvideo2
dingfengshi/tridet sssste/tridet dingfengshi/tridetplus
opengvlab/internvideo opengvlab/internvideo2
opengvlab/internvideo yingsen1/unimd
dingfengshi/tridet
dingfengshi/tridet
xlliu7/TadTR
hangzhaomit/HACS-dataset musicalOffering/sola