| InternVideo2: Scaling Foundation Models for Multimodal Video Understanding | Mar 22, 2024 | Action ClassificationAction Recognition | CodeCode Available | 7 |
| VideoMamba: State Space Model for Efficient Video Understanding | Mar 11, 2024 | Action ClassificationMamba | CodeCode Available | 5 |
| mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video | Feb 1, 2023 | Action ClassificationImage Classification | CodeCode Available | 4 |
| InternVideo: General Video Foundation Models via Generative and Discriminative Learning | Dec 6, 2022 | Action ClassificationAction Recognition | CodeCode Available | 4 |
| Towards Universal Soccer Video Understanding | Dec 2, 2024 | Action ClassificationSports Understanding | CodeCode Available | 3 |
| ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities | May 18, 2023 | 1 Image, 2*2 StitchiAction Classification | CodeCode Available | 3 |
| Expanding Language-Image Pretrained Models for General Video Recognition | Aug 4, 2022 | Action ClassificationAction Recognition | CodeCode Available | 3 |
| VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training | Mar 23, 2022 | 4kAction Classification | CodeCode Available | 3 |
| VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking | Mar 29, 2023 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| AIM: Adapting Image Models for Efficient Video Action Recognition | Feb 6, 2023 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models | Dec 31, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Learning Video Representations from Large Language Models | Dec 8, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| MARLIN: Masked Autoencoder for facial video Representation LearnINg | Nov 12, 2022 | Action ClassificationAttribute | CodeCode Available | 2 |
| UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer | Sep 22, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Revisiting Classifier: Transferring Vision-Language Models for Video Recognition | Jul 4, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Omnivore: A Single Model for Many Visual Modalities | Jan 20, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Video Swin Transformer | Jun 24, 2021 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Is Space-Time Attention All You Need for Video Understanding? | Feb 9, 2021 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| X3D: Expanding Architectures for Efficient Video Recognition | Apr 9, 2020 | Action Classificationfeature selection | CodeCode Available | 2 |
| Omni-sourced Webly-supervised Learning for Video Recognition | Mar 29, 2020 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Temporal Segment Networks for Action Recognition in Videos | May 8, 2017 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Temporal Segment Networks: Towards Good Practices for Deep Action Recognition | Aug 2, 2016 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Make Your Training Flexible: Towards Deployment-Efficient Video Models | Mar 18, 2025 | Action ClassificationZero-Shot Video Retrieval | CodeCode Available | 1 |
| Temporal Action Localization with Cross Layer Task Decoupling and Refinement | Dec 12, 2024 | Action ClassificationAction Localization | CodeCode Available | 1 |
| KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment | Dec 6, 2024 | Action ClassificationAction Classification (1-shot) | CodeCode Available | 1 |
