STAR: A Benchmark for Situated Reasoning in Real-World Videos
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Bo, Yu, Shoubin, Chen, Zhenfang, Tenenbaum, Joshua B, Gan, Chuang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge
by: Wang, Andong, et al.
Published: (2024)
by: Wang, Andong, et al.
Published: (2024)
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
by: Yu, Shoubin, et al.
Published: (2024)
by: Yu, Shoubin, et al.
Published: (2024)
EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding
by: Wang, Ziyang, et al.
Published: (2026)
by: Wang, Ziyang, et al.
Published: (2026)
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
by: Wang, Ziyang, et al.
Published: (2024)
by: Wang, Ziyang, et al.
Published: (2024)
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
by: Wang, Ziyang, et al.
Published: (2025)
by: Wang, Ziyang, et al.
Published: (2025)
RACCooN: A Versatile Instructional Video Editing Framework with Auto-Generated Narratives
by: Yoon, Jaehong, et al.
Published: (2024)
by: Yoon, Jaehong, et al.
Published: (2024)
VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation
by: Yu, Shoubin, et al.
Published: (2025)
by: Yu, Shoubin, et al.
Published: (2025)
HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments
by: Zhou, Qinhong, et al.
Published: (2024)
by: Zhou, Qinhong, et al.
Published: (2024)
Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos
by: Yu, Shoubin, et al.
Published: (2026)
by: Yu, Shoubin, et al.
Published: (2026)
When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning
by: Yu, Shoubin, et al.
Published: (2026)
by: Yu, Shoubin, et al.
Published: (2026)
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation
by: Yu, Shoubin, et al.
Published: (2025)
by: Yu, Shoubin, et al.
Published: (2025)
Building Cooperative Embodied Agents Modularly with Large Language Models
by: Zhang, Hongxin, et al.
Published: (2023)
by: Zhang, Hongxin, et al.
Published: (2023)
SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
by: Deng, Andong, et al.
Published: (2025)
by: Deng, Andong, et al.
Published: (2025)
Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization
by: Li, Jialu, et al.
Published: (2025)
by: Li, Jialu, et al.
Published: (2025)
VideoVista: A Versatile Benchmark for Video Understanding and Reasoning
by: Li, Yunxin, et al.
Published: (2024)
by: Li, Yunxin, et al.
Published: (2024)
How Far Are Vision-Language Models from Constructing the Real World? A Benchmark for Physical Generative Reasoning
by: Yang, Luyu, et al.
Published: (2026)
by: Yang, Luyu, et al.
Published: (2026)
Compositional Physical Reasoning of Objects and Events from Videos
by: Chen, Zhenfang, et al.
Published: (2024)
by: Chen, Zhenfang, et al.
Published: (2024)
Neuro-Symbolic Concepts
by: Mao, Jiayuan, et al.
Published: (2025)
by: Mao, Jiayuan, et al.
Published: (2025)
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
by: Chen, Dongping, et al.
Published: (2024)
by: Chen, Dongping, et al.
Published: (2024)
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos
by: Zheng, Zhicheng, et al.
Published: (2024)
by: Zheng, Zhicheng, et al.
Published: (2024)
VisionCoach: Reinforcing Grounded Video Reasoning via Visual-Perception Prompting
by: Lee, Daeun, et al.
Published: (2026)
by: Lee, Daeun, et al.
Published: (2026)
PuzzleWorld: A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts
by: Li, Hengzhi, et al.
Published: (2025)
by: Li, Hengzhi, et al.
Published: (2025)
DaMO: A Data-Efficient Multimodal Orchestrator for Temporal Reasoning with Video LLMs
by: Chiu, Bo-Cheng, et al.
Published: (2025)
by: Chiu, Bo-Cheng, et al.
Published: (2025)
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
by: Guo, Ziyu, et al.
Published: (2025)
by: Guo, Ziyu, et al.
Published: (2025)
MLVU: Benchmarking Multi-task Long Video Understanding
by: Zhou, Junjie, et al.
Published: (2024)
by: Zhou, Junjie, et al.
Published: (2024)
Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models
by: Zhang, YiFan, et al.
Published: (2024)
by: Zhang, YiFan, et al.
Published: (2024)
What Makes a Maze Look Like a Maze?
by: Hsu, Joy, et al.
Published: (2024)
by: Hsu, Joy, et al.
Published: (2024)
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles
by: Chen, Qi, et al.
Published: (2024)
by: Chen, Qi, et al.
Published: (2024)
Situational Awareness Matters in 3D Vision Language Reasoning
by: Man, Yunze, et al.
Published: (2024)
by: Man, Yunze, et al.
Published: (2024)
3D-VLA: A 3D Vision-Language-Action Generative World Model
by: Zhen, Haoyu, et al.
Published: (2024)
by: Zhen, Haoyu, et al.
Published: (2024)
From UAV Imagery to Agronomic Reasoning: A Multimodal LLM Benchmark for Plant Phenotyping
by: Wu, Yu, et al.
Published: (2026)
by: Wu, Yu, et al.
Published: (2026)
OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model
by: Chen, Qiguang, et al.
Published: (2026)
by: Chen, Qiguang, et al.
Published: (2026)
Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning
by: Xiao, Wenyi, et al.
Published: (2025)
by: Xiao, Wenyi, et al.
Published: (2025)
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models
by: Song, Xiujie, et al.
Published: (2024)
by: Song, Xiujie, et al.
Published: (2024)
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
by: Jiang, Dongzhi, et al.
Published: (2025)
by: Jiang, Dongzhi, et al.
Published: (2025)
ViDRiP-LLaVA: A Dataset and Benchmark for Diagnostic Reasoning from Pathology Videos
by: Vuong, Trinh T. L., et al.
Published: (2025)
by: Vuong, Trinh T. L., et al.
Published: (2025)
VCA: Video Curious Agent for Long Video Understanding
by: Yang, Zeyuan, et al.
Published: (2024)
by: Yang, Zeyuan, et al.
Published: (2024)
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level
by: Deng, Andong, et al.
Published: (2024)
by: Deng, Andong, et al.
Published: (2024)
TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation
by: Feng, Weixi, et al.
Published: (2024)
by: Feng, Weixi, et al.
Published: (2024)
VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects
by: Gao, Xiangbo, et al.
Published: (2026)
by: Gao, Xiangbo, et al.
Published: (2026)
Similar Items
-
SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge
by: Wang, Andong, et al.
Published: (2024) -
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
by: Yu, Shoubin, et al.
Published: (2024) -
EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding
by: Wang, Ziyang, et al.
Published: (2026) -
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
by: Wang, Ziyang, et al.
Published: (2024) -
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
by: Wang, Ziyang, et al.
Published: (2025)