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Evaluating Generative Vision Models

EGVM
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Assessing the quality and realism of models that generate images or videos. Aids in improving generative models for content creation and simulation.

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Title
TIR-Bench: A Comprehensive Benchmark for Agentic Thinking-with-Images Reasoning
TIR-Bench: A Comprehensive Benchmark for Agentic Thinking-with-Images Reasoning
Ming Li
Jike Zhong
Shitian Zhao
Haoquan Zhang
Shaoheng Lin
Yuxiang Lai
Wei Chen
Konstantinos Psounis
Kaipeng Zhang
EGVMLRMVLM
8
0
0
03 Nov 2025
Gesture Generation (Still) Needs Improved Human Evaluation Practices: Insights from a Community-Driven State-of-the-Art Benchmark
Gesture Generation (Still) Needs Improved Human Evaluation Practices: Insights from a Community-Driven State-of-the-Art Benchmark
Rajmund Nagy
Hendric Voss
Thanh Hoang-Minh
Mihail Tsakov
Teodor Nikolov
...
Rachel McDonnell
Michael Neff
Taras Kucherenko
Youngwoo Yoon
Gustav Eje Henter
EGVMVGen
8
0
0
03 Nov 2025
MIRO: MultI-Reward cOnditioned pretraining improves T2I quality and efficiency
MIRO: MultI-Reward cOnditioned pretraining improves T2I quality and efficiency
Nicolas Dufour
Lucas Degeorge
Arijit Ghosh
Vicky Kalogeiton
David Picard
EGVM
76
0
0
29 Oct 2025
Distributional Evaluation of Generative Models via Relative Density Ratio
Distributional Evaluation of Generative Models via Relative Density Ratio
Yuliang Xu
Yun Wei
Li Ma
EGVM
65
0
0
29 Oct 2025
Compositional Image Synthesis with Inference-Time Scaling
Compositional Image Synthesis with Inference-Time Scaling
Minsuk Ji
Sanghyeok Lee
Namhyuk Ahn
DiffMMLLMEGVMVLM
65
0
0
28 Oct 2025
SafeVision: Efficient Image Guardrail with Robust Policy Adherence and Explainability
SafeVision: Efficient Image Guardrail with Robust Policy Adherence and Explainability
Peiyang Xu
Minzhou Pan
Z. Chen
Shuang Yang
Chaowei Xiao
B. Li
EGVM
84
0
0
28 Oct 2025
UniAIDet: A Unified and Universal Benchmark for AI-Generated Image Content Detection and Localization
UniAIDet: A Unified and Universal Benchmark for AI-Generated Image Content Detection and Localization
Huixuan Zhang
Xiaojun Wan
EGVM
20
0
0
27 Oct 2025
FairJudge: MLLM Judging for Social Attributes and Prompt Image Alignment
FairJudge: MLLM Judging for Social Attributes and Prompt Image Alignment
Zahraa Al Sahili
Maryam Fetanat
Maimuna Nowaz
Ioannis Patras
Matthew Purver
EGVMVLM
60
0
0
26 Oct 2025
T2I-RiskyPrompt: A Benchmark for Safety Evaluation, Attack, and Defense on Text-to-Image Model
T2I-RiskyPrompt: A Benchmark for Safety Evaluation, Attack, and Defense on Text-to-Image Model
Chenyu Zhang
Tairen Zhang
Lanjun Wang
Ruidong Chen
Wenhui Li
Anan Liu
EGVM
20
0
0
25 Oct 2025
SafetyPairs: Isolating Safety Critical Image Features with Counterfactual Image Generation
SafetyPairs: Isolating Safety Critical Image Features with Counterfactual Image Generation
Alec Helbling
Shruti Palaskar
Kundan Krishna
Polo Chau
Leon A Gatys
Joseph Y Cheng
EGVM
72
0
0
24 Oct 2025
GenColorBench: A Color Evaluation Benchmark for Text-to-Image Generation Models
GenColorBench: A Color Evaluation Benchmark for Text-to-Image Generation Models
Muhammad Atif Butt
Alexandra Gomez-Villa
Tao Wu
Javier Vázquez-Corral
Joost van de Weijer
Kai Wang
EGVMVLM
12
0
0
23 Oct 2025
Evaluating Video Models as Simulators of Multi-Person Pedestrian Trajectories
Evaluating Video Models as Simulators of Multi-Person Pedestrian Trajectories
Aaron Appelle
Jerome P. Lynch
EGVMVGen
12
0
0
23 Oct 2025
Video Consistency Distance: Enhancing Temporal Consistency for Image-to-Video Generation via Reward-Based Fine-Tuning
Video Consistency Distance: Enhancing Temporal Consistency for Image-to-Video Generation via Reward-Based Fine-Tuning
Takehiro Aoshima
Yusuke Shinohara
Byeongseon Park
EGVMVGen
146
0
0
22 Oct 2025
Improving the Physics of Video Generation with VJEPA-2 Reward Signal
Improving the Physics of Video Generation with VJEPA-2 Reward Signal
Jianhao Yuan
Xiaofeng Zhang
Felix Friedrich
Nicolas Beltran-Velez
Melissa Hall
Reyhane Askari Hemmat
Xiaochuang Han
Nicolas Ballas
M. Drozdzal
Adriana Romero-Soriano
VGenEGVM
138
0
0
22 Oct 2025
Exposing Blindspots: Cultural Bias Evaluation in Generative Image Models
Exposing Blindspots: Cultural Bias Evaluation in Generative Image Models
Huichan Seo
Sieun Choi
Minki Hong
Yi Zhou
Junseo Kim
...
Naome A. Etori
Mehul Agarwal
Zhixuan Liu
Jihie Kim
Jean Oh
EGVM
45
0
0
22 Oct 2025
Ranking-based Preference Optimization for Diffusion Models from Implicit User Feedback
Ranking-based Preference Optimization for Diffusion Models from Implicit User Feedback
Yi-Lun Wu
Bo-Kai Ruan
Chiang Tseng
Hong-Han Shuai
EGVM
32
0
0
21 Oct 2025
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation
Yibin Wang
Zhimin Li
Yuhang Zang
Jiazi Bu
Yujie Zhou
...
Junjun He
Chunyu Wang
Qinglin Lu
Cheng Jin
J. Wang
EGVMVLM
101
0
0
21 Oct 2025
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation
Ziwei Huang
Ying Shu
Hao Fang
Quanyu Long
Wenya Wang
Qiushi Guo
Tiezheng Ge
Leilei Gan
EGVM
20
0
0
21 Oct 2025
From Preferences to Prejudice: The Role of Alignment Tuning in Shaping Social Bias in Video Diffusion Models
From Preferences to Prejudice: The Role of Alignment Tuning in Shaping Social Bias in Video Diffusion Models
Zefan Cai
Haoyi Qiu
Haozhe Zhao
Ke Wan
Jiachen Li
Jiuxiang Gu
Wen Xiao
Nanyun Peng
Junjie Hu
EGVMVGen
44
0
0
20 Oct 2025
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
Jiajun Fan
Chaoran Cheng
Shuaike Shen
Xiangxin Zhou
Ge Liu
EGVM
12
1
0
20 Oct 2025
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints
Meiqi Wu
Jiashu Zhu
Xiaokun Feng
C. L. Philip Chen
Chen Zhu
Bingze Song
Fangyuan Mao
Jiahong Wu
Xiangxiang Chu
Kaiqi Huang
VGenEGVMVLM
128
0
0
16 Oct 2025
SeqBench: Benchmarking Sequential Narrative Generation in Text-to-Video Models
SeqBench: Benchmarking Sequential Narrative Generation in Text-to-Video Models
Zhengxu Tang
Zizheng Wang
Luning Wang
Zitao Shuai
Chenhao Zhang
...
Yirui Wu
Bohao Wang
Haosong Rao
Zhenyu Yang
Chenwei Wu
EGVMVGenCoGe
56
0
0
14 Oct 2025
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
Hongxiang Li
Yaowei Li
Bin Lin
Yuwei Niu
Yuhang Yang
Xiaoshuang Huang
Jiayin Cai
Xiaolong Jiang
Yao Hu
Long Chen
EGVMLRM
16
0
0
13 Oct 2025
Collaborative Text-to-Image Generation via Multi-Agent Reinforcement Learning and Semantic Fusion
Collaborative Text-to-Image Generation via Multi-Agent Reinforcement Learning and Semantic Fusion
Jiabao Shi
Minfeng Qi
Lefeng Zhang
Di Wang
Yingjie Zhao
Z. Li
Yalong Xing
Ningran Li
EGVM
28
0
0
12 Oct 2025
DREAM: A Benchmark Study for Deepfake REalism AssessMent
DREAM: A Benchmark Study for Deepfake REalism AssessMent
Bo Peng
Zichuan Wang
Sheng Yu
Xiaochuan Jin
Wei Wang
Jing Dong
EGVM
41
0
0
11 Oct 2025
Multimodal Safety Evaluation in Generative Agent Social Simulations
Multimodal Safety Evaluation in Generative Agent Social Simulations
Alhim Vera
Karen Sanchez
Carlos Hinojosa
Haidar Bin Hamid
Donghoon Kim
Bernard Ghanem
LLMAGEGVM
36
0
0
09 Oct 2025
SDQM: Synthetic Data Quality Metric for Object Detection Dataset Evaluation
SDQM: Synthetic Data Quality Metric for Object Detection Dataset Evaluation
Ayush Zenith
Arnold Zumbrun
Neel Raut
Jing Lin
EGVM
52
0
0
08 Oct 2025
DynamicEval: Rethinking Evaluation for Dynamic Text-to-Video Synthesis
DynamicEval: Rethinking Evaluation for Dynamic Text-to-Video Synthesis
Nithin C. Babu
Aniruddha Mahapatra
Harsh Rangwani
Rajiv Soundararajan
Kuldeep Kulkarni
EGVMVGen
40
0
0
08 Oct 2025
Factuality Matters: When Image Generation and Editing Meet Structured Visuals
Factuality Matters: When Image Generation and Editing Meet Structured Visuals
Le Zhuo
Songhao Han
Yuandong Pu
Boxiang Qiu
Sayak Paul
...
Yihao Liu
Jie Shao
Xi Chen
Si Liu
Hongsheng Li
EGVM
82
1
0
06 Oct 2025
TIT-Score: Evaluating Long-Prompt Based Text-to-Image Alignment via Text-to-Image-to-Text Consistency
TIT-Score: Evaluating Long-Prompt Based Text-to-Image Alignment via Text-to-Image-to-Text Consistency
Juntong Wang
Huiyu Duan
Jiarui Wang
Ziheng Jia
Guangtao Zhai
Xiongkuo Min
EGVMALMLM&MAVLM
36
0
0
03 Oct 2025
MIRA: Towards Mitigating Reward Hacking in Inference-Time Alignment of T2I Diffusion Models
MIRA: Towards Mitigating Reward Hacking in Inference-Time Alignment of T2I Diffusion Models
Kevin Zhai
Utsav Singh
Anirudh Thatipelli
Souradip Chakraborty
Anit Kumar Sahu
Furong Huang
Amrit Singh Bedi
Mubarak Shah
EGVM
28
0
0
02 Oct 2025
Towards Better Optimization For Listwise Preference in Diffusion Models
Towards Better Optimization For Listwise Preference in Diffusion Models
Jiamu Bai
Xin Yu
Meilong Xu
Weitao Lu
Xin Pan
Kiwan Maeng
Daniel Kifer
Jian Wang
Yu Wang
EGVM
202
0
0
02 Oct 2025
DisCo: Reinforcement with Diversity Constraints for Multi-Human Generation
DisCo: Reinforcement with Diversity Constraints for Multi-Human Generation
Shubhankar Borse
Farzad Farhadzadeh
Munawar Hayat
Fatih Porikli
EGVM
47
1
0
01 Oct 2025
MetaLogic: Robustness Evaluation of Text-to-Image Models via Logically Equivalent Prompts
MetaLogic: Robustness Evaluation of Text-to-Image Models via Logically Equivalent Prompts
Yifan Shen
Yangyang Shu
Hye-young Paik
Yulei Sui
DiffMEGVM
7
0
0
01 Oct 2025
Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation
Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation
Agneet Chatterjee
Rahim Entezari
Maksym Zhuravinskyi
Maksim Lapin
Reshinth Adithyan
Amit Raj
Chitta Baral
Yezhou Yang
Varun Jampani
DiffMEGVMVGen
33
0
0
30 Sep 2025
Follow-Your-Preference: Towards Preference-Aligned Image Inpainting
Follow-Your-Preference: Towards Preference-Aligned Image Inpainting
Yutao Shen
Junkun Yuan
Toru Aonishi
Hideki Nakayama
Yue Ma
EGVM
24
0
0
27 Sep 2025
VideoScore2: Think before You Score in Generative Video Evaluation
VideoScore2: Think before You Score in Generative Video Evaluation
Xuan He
Dongfu Jiang
Ping Nie
Minghao Liu
Z. L. Jiang
...
Qunshu Lin
Yuanxing Zhang
Ge Zhang
Wenhao Huang
Wenhu Chen
EGVMVGenLRM
153
0
0
26 Sep 2025
Evaluating the Evaluators: Metrics for Compositional Text-to-Image Generation
Evaluating the Evaluators: Metrics for Compositional Text-to-Image Generation
S. Kasaei
Ali Aghayari
Arash Marioriyad
Niki Sepasian
MohammadAmin Fazli
Mahdieh Soleymani Baghshah
M. Rohban
EGVM
40
0
0
25 Sep 2025
Hallucination as an Upper Bound: A New Perspective on Text-to-Image Evaluation
Hallucination as an Upper Bound: A New Perspective on Text-to-Image Evaluation
S. Kasaei
M. Rohban
EGVMVLMLRM
22
0
0
25 Sep 2025
From Prompt to Progression: Taming Video Diffusion Models for Seamless Attribute Transition
From Prompt to Progression: Taming Video Diffusion Models for Seamless Attribute Transition
Ling Lo
Kelvin C. K. Chan
Wen-Huang Cheng
Ming-Hsuan Yang
DiffMEGVMVGen
40
0
0
24 Sep 2025
MEF: A Systematic Evaluation Framework for Text-to-Image Models
MEF: A Systematic Evaluation Framework for Text-to-Image Models
Xiaojing Dong
Weilin Huang
Liang Li
Y. Li
Shu Liu
Tongtong Ou
Shuang Ouyang
Yu Tian
Fengxuan Zhao
EGVM
40
0
0
22 Sep 2025
CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
S. Kasaei
Ali Aghayari
Arash Marioriyad
Niki Sepasian
Shayan Baghayi Nejad
MohammadAmin Fazli
M. Baghshah
M. Rohban
DiffMEGVM
116
0
0
22 Sep 2025
RLGF: Reinforcement Learning with Geometric Feedback for Autonomous Driving Video Generation
RLGF: Reinforcement Learning with Geometric Feedback for Autonomous Driving Video Generation
Tianyi Yan
Wencheng Han
Xia Zhou
Xueyang Zhang
Kun Zhan
Cheng-Zhong Xu
Jianbing Shen
EGVMVGen
73
0
0
20 Sep 2025
What Makes a Good Generated Image? Investigating Human and Multimodal LLM Image Preference Alignment
What Makes a Good Generated Image? Investigating Human and Multimodal LLM Image Preference Alignment
Rishab Parthasarathy
Jasmine Collins
Cory Stephenson
EGVM
68
0
0
16 Sep 2025
MagicMirror: A Large-Scale Dataset and Benchmark for Fine-Grained Artifacts Assessment in Text-to-Image Generation
MagicMirror: A Large-Scale Dataset and Benchmark for Fine-Grained Artifacts Assessment in Text-to-Image Generation
Jia Wang
Jie Hu
Xiaoqi Ma
Hanghang Ma
Yanbing Zeng
Xiaoming Wei
EGVMVGen
59
0
0
12 Sep 2025
Understanding AI Evaluation Patterns: How Different GPT Models Assess Vision-Language Descriptions
Understanding AI Evaluation Patterns: How Different GPT Models Assess Vision-Language Descriptions
Sajjad Abdoli
Rudi Cilibrasi
Rima Al-Shikh
EGVM
36
0
0
12 Sep 2025
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
Rongyao Fang
Aldrich Yu
Chengqi Duan
Linjiang Huang
S. Bai
Yuxuan Cai
Kun Wang
Si Liu
Xihui Liu
Xue Yang
EGVMVGenReLMLRM
89
3
0
11 Sep 2025
RewardDance: Reward Scaling in Visual Generation
RewardDance: Reward Scaling in Visual Generation
Jie Wu
Yu Gao
Zilyu Ye
Ming Li
Liang Li
...
Zeyue Xue
Xiaoxia Hou
Wei Liu
Yan Zeng
Weilin Huang
EGVM
76
6
0
10 Sep 2025
GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts
GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts
Jenna Kang
Maria Silva
Patsorn Sangkloy
Kenneth Chen
Niall Williams
Qi Sun
EGVMVGen
56
0
0
10 Sep 2025
Discovering Divergent Representations between Text-to-Image Models
Discovering Divergent Representations between Text-to-Image Models
Lisa Dunlap
Joseph E. Gonzalez
Trevor Darrell
Fabian Caba Heilbron
Josef Sivic
Bryan C. Russell
EGVM
12
0
0
10 Sep 2025
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