AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal
Reasoning

AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal Reasoning

12 April 2022

Madeleine Grunde-McLaughlin

Maneesh Agrawala

Papers citing "AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal Reasoning"

10 / 10 papers shown

Title
DyGEnc: Encoding a Sequence of Textual Scene Graphs to Reason and Answer Questions in Dynamic Scenes S. Linok Vadim Semenov Anastasia Trunova Oleg Bulichev Dmitry A. Yudin 47 0 0 06 May 2025
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Shantanu Jaiswal Debaditya Roy Basura Fernando Cheston Tan ReLM LRM 71 2 0 20 Nov 2024
ExoViP: Step-by-step Verification and Exploration with Exoskeleton Modules for Compositional Visual Reasoning Y. Wang Alan Yuille Zhuowan Li Zilong Zheng LRM 34 3 0 05 Aug 2024
Neural-Symbolic VideoQA: Learning Compositional Spatio-Temporal Reasoning for Real-world Video Question Answering Lili Liang Guanglu Sun Jin Qiu Lizhong Zhang NAI 16 3 0 05 Apr 2024
STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering Yueqian Wang Yuxuan Wang Kai Chen Dongyan Zhao 25 2 0 08 Jan 2024
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding K. Mangalam Raiymbek Akshulakov Jitendra Malik 25 245 0 17 Aug 2023
SViTT: Temporal Learning of Sparse Video-Text Transformers Yi Li Kyle Min Subarna Tripathi Nuno Vasconcelos 17 12 0 18 Apr 2023
Learning Situation Hyper-Graphs for Video Question Answering Aisha Urooj Khan Hilde Kuehne Bo Wu Kim Chheu Walid Bousselham Chuang Gan N. Lobo M. Shah 34 15 0 18 Apr 2023
MIST: Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering Difei Gao Luowei Zhou Lei Ji Linchao Zhu Yezhou Yang Mike Zheng Shou 36 60 0 19 Dec 2022
Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling Hsin-Ying Lee Hung-Ting Su Bing-Chen Tsai Tsung-Han Wu Jia-Fong Yeh Winston H. Hsu 25 2 0 08 Oct 2022