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SotA/Computer Vision/Zero-Shot Video Retrieval/ActivityNet

Zero-Shot Video Retrieval on ActivityNet

Metric: text-to-video R@10 (higher is better)

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#Model↕text-to-video R@10▼Extra DataPaperDate↕Code
1InternVideo2-6B92.5YesInternVideo2: Scaling Foundation Models for Mult...2024-03-22Code
2GRAM91.2YesGramian Multimodal Representation Learning and A...2024-12-16Code
3InternVideo2-1B90.8YesInternVideo2: Scaling Foundation Models for Mult...2024-03-22Code
4LanguageBind(ViT-H/14)80YesLanguageBind: Extending Video-Language Pretraini...2023-10-03Code
5UMT-L (ViT-L/16)79.8YesUnmasked Teacher: Towards Training-Efficient Vid...2023-03-28Code
6vid-TLDR (UMT-L)79.6Yesvid-TLDR: Training Free Token merging for Light-...2024-03-20Code
7BT-Adapter78.9YesBT-Adapter: Video Conversation is Feasible Witho...2023-09-27Code
8LanguageBind(ViT-L/14)77.9YesLanguageBind: Extending Video-Language Pretraini...2023-10-03Code
9VideoCoCa76.6YesVideoCoCa: Video-Text Modeling with Zero-Shot Tr...2022-12-09-
10Singularity-temporal-17M66.9YesRevealing Single Frame Bias for Video-and-Langua...2022-06-07Code
11Singularity-temporal-5M66.3YesRevealing Single Frame Bias for Video-and-Langua...2022-06-07Code