ML Research Wiki / Benchmarks / Long Video Retrieval (Background Removed) / YouCook2

YouCook2

Long Video Retrieval (Background Removed) Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Cap. Avg. R@1

Top Performing Models

Rank Model Paper Cap. Avg. R@1 Date Code
1 Norton Multi-granularity Correspondence Learning from Long-term Noisy Videos 75.50 2024-01-30 📦 XLearning-SCU/2024-ICLR-Norton
2 TempCLR TempCLR: Temporal Alignment Representation with Contrastive Learning 74.50 2022-12-28 📦 yyuncong/tempclr
3 VideoCLIP VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding 74.50 2021-09-28 📦 facebookresearch/fairseq 📦 pytorch/fairseq
4 MCN Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos 53.40 2021-04-26 📦 brian7685/Multimodal-Clustering-Network
5 Text-Video Embedding HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips 46.60 2019-06-07 📦 antoine77340/MIL-NCE_HowTo100M 📦 antoine77340/milnce_howto100m 📦 antoine77340/S3D_HowTo100M 📦 roudimit/AVLnet
6 MIL-NCE End-to-End Learning of Visual Representations from Uncurated Instructional Videos 43.10 2019-12-13 📦 antoine77340/MIL-NCE_HowTo100M 📦 antoine77340/milnce_howto100m 📦 antoine77340/S3D_HowTo100M 📦 linjieli222/hero_video_feature_extractor

All Papers (6)

XLearning-SCU/2024-ICLR-Norton
yyuncong/tempclr
facebookresearch/fairseq pytorch/fairseq
brian7685/Multimodal-Clustering-Network
antoine77340/MIL-NCE_HowTo100M antoine77340/milnce_howto100m
antoine77340/MIL-NCE_HowTo100M antoine77340/milnce_howto100m