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SotA/Reasoning/Video Question Answering/TGIF-QA

Video Question Answering on TGIF-QA

Metric: Confidence Score (lower is better)

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#Model↕Confidence Score▲Extra DataPaperDate↕Code
1Video Chat-7B2.3NoVideoChat: Chat-Centric Video Understanding2023-05-10Code
2Video-ChatGPT-7B3NoVideo-ChatGPT: Towards Detailed Video Understand...2023-06-08Code
3Elysium3.6NoElysium: Exploring Object-level Perception in Vi...2024-03-25Code
4Chat-UniVi-7B3.8NoChat-UniVi: Unified Visual Representation Empowe...2023-11-14Code
5Video-LLaVA-7B4NoVideo-LLaVA: Learning United Visual Representati...2023-11-16Code
6VideoGPT+4.1NoVideoGPT+: Integrating Image and Video Encoders ...2024-06-13Code
7TS-LLaVA-34B4.2NoTS-LLaVA: Constructing Visual Tokens through Thu...2024-11-17Code
8IG-VLM4.2NoAn Image Grid Can Be Worth a Video: Zero-shot Vi...2024-03-27Code
9LinVT-Qwen2-VL (7B)4.3NoLinVT: Empower Your Image-level Large Language M...2024-12-06Code
10PLLaVA4.3NoPLLaVA : Parameter-free LLaVA Extension from Ima...2024-04-25Code
11SlowFast-LLaVA-34B4.3NoSlowFast-LLaVA: A Strong Training-Free Baseline ...2024-07-22Code
12Tarsier (34B)4.4NoTarsier: Recipes for Training and Evaluating Lar...2024-06-30Code