ArrowLuo/CLIP4Clip
An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval" observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1968
- days_rel: n/a
- days_push: 873
- n_releases_24m: 0
Adoption not part of the score
1031 stars · 137 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Official PyTorch implementation of the CLIP4Clip paper, a video-text retrieval model that transfers CLIP knowledge to end-to-end video clip retrieval. It benchmarks parameter-free, sequential, and tight similarity approaches on MSR-VTT, MSVD, LSMDC, ActivityNet, and DiDeMo.
Use cases
- retrieve video clips from a text query
- search videos by natural language description
- reproduce CLIP4Clip paper results on MSR-VTT
- fine-tune CLIP for video-text retrieval
- benchmark video retrieval on MSVD, LSMDC, ActivityNet, DiDeMo
- build a multimodal video search prototype
When to choose
- you need a proven baseline for text-to-video retrieval research
- you want to fine-tune CLIP on video-text datasets
- you need reproducible SOTA results on standard video retrieval benchmarks
When to avoid
- you need a production-ready video search service with an API
- you work with images only rather than video
- you cannot access the required benchmark datasets (e.g., LSMDC requires permission)
Facets
library · maturity maintenance
machine-learning search-engine image-processing video-processing nlp computer-vision machine-learning python clip video-text-retrieval multimodal research-code msrvtt video-clip-retrieval search natural-language-processing video gpu
6 sources
- readme: https://github.com/ArrowLuo/CLIP4Clip · fetched 2026-08-28 · 95b20585d1c0
- homepage: https://arxiv.org/abs/2104.08860 · fetched 2026-08-29 · 2bb8fe641734
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- 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 |
|---|---|---|
| ArrowLuo/CLIP4Clip | main | 23 |
For agents
markdown · JSON · MCP: product_card(name="ArrowLuo/CLIP4Clip")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem