PDF] LoL-V2T: Large-Scale Esports Video Description Dataset
Por um escritor misterioso
Last updated 20 março 2025
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://d3i71xaburhd42.cloudfront.net/0a6434104b9ff3442b7531cc66e95a30360809b3/7-Table3-1.png)
The dataset, which the authors call LoL-V2T, is the largest video description dataset in the video game domain, and includes 9,723 clips with 62,677 captions, and the masking can significantly improve performance. Esports is a fastest-growing new field with a largely online-presence, and is creating a demand for automatic domain-specific captioning tools. However, at the current time, there are few approaches that tackle the esports video description problem. In this work, we propose a large-scale dataset for esports video description, focusing on the popular game "League of Legends". The dataset, which we call LoL-V2T, is the largest video description dataset in the video game domain, and includes 9,723 clips with 62,677 captions. This new dataset presents multiple new video captioning challenges such as large amounts of domain-specific vocabulary, subtle motions with large importance, and a temporal gap between most captions and the events that occurred. In order to tackle the issue of vocabulary, we propose a masking the domain-specific words and provide additional annotations for this. In our results, we show that the dataset poses a challenge to existing video captioning approaches, and the masking can significantly improve performance. Our dataset and code is publicly available1.
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://d3i71xaburhd42.cloudfront.net/0a6434104b9ff3442b7531cc66e95a30360809b3/8-Figure7-1.png)
PDF] LoL-V2T: Large-Scale Esports Video Description Dataset
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://d3i71xaburhd42.cloudfront.net/b8e2e9f3ba008e28257195ec69a00e07f260131d/7-Table4-1.png)
PDF] MSR-VTT: A Large Video Description Dataset for Bridging Video
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://i1.rgstatic.net/ii/profile.image/11431281164872272-1685933632150_Q64/Kojiro-Iizuka-3.jpg)
PDF) CS-lol: a Dataset of Viewer Comment with Scene in E-sports
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://i1.rgstatic.net/ii/profile.image/11431281174791738-1689350122200_Q64/Junjie-Xu-8.jpg)
PDF) CS-lol: a Dataset of Viewer Comment with Scene in E-sports
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://d3i71xaburhd42.cloudfront.net/b8e2e9f3ba008e28257195ec69a00e07f260131d/2-Figure1-1.png)
PDF] MSR-VTT: A Large Video Description Dataset for Bridging Video
Tsunehiko Tanaka (@tsunehikox) / X
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://d3i71xaburhd42.cloudfront.net/0a6434104b9ff3442b7531cc66e95a30360809b3/7-Table3-1.png)
PDF] LoL-V2T: Large-Scale Esports Video Description Dataset
GitHub - google-research-datasets/Video-Timeline-Tags-ViTT: A
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://d3i71xaburhd42.cloudfront.net/b8e2e9f3ba008e28257195ec69a00e07f260131d/7-Table5-1.png)
PDF] MSR-VTT: A Large Video Description Dataset for Bridging Video
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://d3i71xaburhd42.cloudfront.net/b8e2e9f3ba008e28257195ec69a00e07f260131d/6-Table3-1.png)
PDF] MSR-VTT: A Large Video Description Dataset for Bridging Video
![PDF] LoL-V2T: Large-Scale Esports Video Description Dataset](https://d3i71xaburhd42.cloudfront.net/b8e2e9f3ba008e28257195ec69a00e07f260131d/6-Table2-1.png)
PDF] MSR-VTT: A Large Video Description Dataset for Bridging Video
Recomendado para você
-
How to Use the Mobalytics Overlay + Live Companion for League of20 março 2025
-
What does lol mean in a text? Definitions, variations, and examples20 março 2025
-
LOL Meaning: What Does The Term LOL Mean and Stand For? • 7ESL20 março 2025
-
Determining Dollhouse Scale and Sizes of Miniatures20 março 2025
-
Understanding Scaling in League of Legends20 março 2025
-
The 0.99 render scale actually made a solid difference for me! : r/wow20 março 2025
-
Charting the Relationship Between Wealth and Happiness, by Country20 março 2025
-
Heyyyyy Posters for Sale20 março 2025
-
League of Legends Logo, meaning, history, PNG, SVG, vector20 março 2025
-
Being ridiculous (treating Bentho like the most important person20 março 2025
você pode gostar
-
Star Wars Episode 1 (The Phantom Menace) - Hasbro - Anakin Skywalker (Naboo Fighter Pilot)20 março 2025
-
Anime memes are also memes! : r/AnimeFunny20 março 2025
-
Confira os personagens da série Vikings que foram inspirados na20 março 2025
-
Mu's Bday coupon code : r/lordofheroes20 março 2025
-
allen walker/d.gray-man icons20 março 2025
-
Plants vs Zombies, Nintendo DSiWare, Jogos20 março 2025
-
CORTES PRA CABELO CACHEADO/CRESPO MASCULINO 202120 março 2025
-
Homem-Serra BR20 março 2025
-
Resident Evil 4 Remake - Best Handguns Guide20 março 2025
-
vincentnoon on X: Tusk ACT4 & Ball Breaker ✨20 março 2025