ML Research Wiki / Benchmarks / Temporal Action Localization / FineAction

FineAction

Temporal Action Localization Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: mAP

Top Performing Models

Rank Model Paper mAP Date Code
1 RDFA-S6 (InternVideo2-6B) Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent Mechanism 29.60 2024-07-18 📦 lsy0882/RDFA-S6
2 ActionMamba(InternVideo2-6B) Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding 29.04 2024-03-14 📦 opengvlab/video-mamba-suite
3 InternVideo2-6B InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 27.70 2024-03-22 📦 opengvlab/internvideo 📦 opengvlab/internvideo2
4 DyFADet (VideoMAE v2-g) DyFADet: Dynamic Feature Aggregation for Temporal Action Detection 23.80 2024-07-03 📦 yangle15/DyFADet-pytorch
5 VideoMAE V2-g 📚 VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking 18.24 2023-03-29 📦 OpenGVLab/VideoMAEv2
6 InternVideo InternVideo: General Video Foundation Models via Generative and Discriminative Learning 17.57 2022-12-06 📦 opengvlab/internvideo 📦 yingsen1/unimd
7 BMN (i3d feaure) BMN: Boundary-Matching Network for Temporal Action Proposal Generation 9.25 2019-07-23 📦 PaddlePaddle/models 📦 PaddlePaddle/models 📦 open-mmlab/mmaction2
8 G-TAD (i3d feature) G-TAD: Sub-Graph Localization for Temporal Action Detection 9.06 2019-11-26 📦 Frostinassiky/gtad 📦 coolbay/VSGN 📦 sauradip/fewshotQAT
9 DBG (i3d feature) Fast Learning of Temporal Action Proposal via Dense Boundary Generator 6.75 2019-11-11 📦 Tencent/ActionDetection-DBG 📦 ttengwang/ESGN 📦 812618101/TAL-Demo

All Papers (9)

lsy0882/RDFA-S6
opengvlab/video-mamba-suite
opengvlab/internvideo opengvlab/internvideo2
yangle15/DyFADet-pytorch
OpenGVLab/VideoMAEv2
opengvlab/internvideo yingsen1/unimd
PaddlePaddle/models PaddlePaddle/models
Frostinassiky/gtad coolbay/VSGN
Tencent/ActionDetection-DBG ttengwang/ESGN 812618101/TAL-Demo