ML Research Wiki / Benchmarks / Zero-Shot Video Retrieval / YouCook2

YouCook2

Zero-Shot Video Retrieval Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: text-to-video R@1

Top Performing Models

Rank Model Paper text-to-video R@1 Date Code
1 Norton Multi-granularity Correspondence Learning from Long-term Noisy Videos 64.10 2024-01-30 📦 XLearning-SCU/2024-ICLR-Norton
2 VideoCLIP VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding 63.10 2021-09-28 📦 facebookresearch/fairseq 📦 pytorch/fairseq
3 TACo TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment 55.70 2021-08-23 -
4 VAST, HowToCaption-finetuned HowToCaption: Prompting LLMs to Transform Video Annotations at Scale 53.90 2023-10-07 📦 ninatu/howtocaption
5 VideoCOca VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners 53.30 2022-12-09 -
6 MIL-NCE End-to-End Learning of Visual Representations from Uncurated Instructional Videos 51.20 2019-12-13 📦 antoine77340/MIL-NCE_HowTo100M 📦 antoine77340/milnce_howto100m 📦 antoine77340/S3D_HowTo100M 📦 linjieli222/hero_video_feature_extractor
7 VATT-MBS VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text 45.50 2021-04-22 📦 google-research/google-research 📦 akashe/ProgrammingInterview 📦 pwc-1/Paper-9 📦 MindCode-4/code-9 📦 MindCode-4/code-13
8 HowToCaption HowToCaption: Prompting LLMs to Transform Video Annotations at Scale 44.10 2023-10-07 📦 ninatu/howtocaption

All Papers (8)

XLearning-SCU/2024-ICLR-Norton
facebookresearch/fairseq pytorch/fairseq
ninatu/howtocaption
antoine77340/MIL-NCE_HowTo100M antoine77340/milnce_howto100m
google-research/google-research akashe/ProgrammingInterview
ninatu/howtocaption