OpenGVLab/VideoMamba
[ECCV2024] VideoMamba: State Space Model for Efficient Video Understanding observed · 2026-08-28
Health v2 · maintenance only
25/100
- Activity 0
- Release rhythm 35
- Longevity 64
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 905
- days_rel: n/a
- days_push: 788
- n_releases_24m: 0
Adoption not part of the score
1125 stars · 96 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
VideoMamba is a state space model (Mamba-based) architecture for efficient video understanding, released with code and pretrained models from an ECCV 2024 paper. It supports image classification, short- and long-term video understanding, masked pretraining, and video-text retrieval.
Use cases
- classify videos into action categories
- understand long videos efficiently with linear complexity
- recognize fine-grained short-term actions
- retrieve videos using text queries
- pretrain video models with masked modeling
- classify images with a Mamba backbone
When to choose
- you need efficient long-term video modeling without quadratic transformer cost
- you want pretrained Mamba-based video models and training scripts
- you are researching state space models for vision
When to avoid
- you need a production-ready video analytics service rather than research code
- you require broad ecosystem tooling or frequent updates
- your task is unrelated to video or image understanding
Facets
library · maturity active
machine-learning deep-learning video-processing image-processing computer-vision deep-learning machine-learning python mamba state-space-model video-understanding eccv-2024 model-zoo video-retrieval action-recognition video gpu
6 sources
- readme: https://github.com/OpenGVLab/VideoMamba · fetched 2026-08-28 · dba38c36122a
- homepage: https://arxiv.org/abs/2403.06977 · fetched 2026-08-29 · 25c491a5bce2
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| OpenGVLab/VideoMamba | main | 25 |
For agents
markdown · JSON · MCP: product_card(name="OpenGVLab/VideoMamba")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem