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TSGym: Design Choices for Deep Multivariate Time-Series Forecasting
Shuang Liang, Chaochuan Hou, Xu Yao, Shiping wang, Minqi Jiang, Songqiao Han, Hailiang Huang
- 11 May 2025 (modified: 30 Oct 2025)
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
CHASM: Unveiling Covert Advertisements on Chinese Social Media
Jingyi Zheng, Tianyi Hu, Yule Liu, Zhen Sun, Zongmin Zhang, Zifan Peng, Wenhan Dong, Xinlei He
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
AutoHood3D: A Multi‑Modal Benchmark for Automotive Hood Design and Fluid–Structure Interaction
Vansh Sharma, Harish Jai Ganesh, Maryam Akram, Wanjiao Liu, Venkat Raman
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
CogPhys: Assessing Cognitive Load via Multimodal Remote and Contact-based Physiological Sensing
Anirudh Bindiganavale Harish, Peikun Guo, Bhargav Ghanekar, Diya Gupta, Akilesh Rajavenkatanarayan, MANOJ KUMAR SHARMA, Maureen Elizabeth August, Akane Sano, Ashok Veeraraghavan
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays
Hyungyung Lee, Geon Choi, Jung-Oh Lee, Hangyul Yoon, Hyuk Gi Hong, Edward Choi
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
Open-PMC-18M: A High-Fidelity Large Scale Medical Dataset for Multimodal Representation Learning
Negin Baghbanzadeh, Sajad Ashkezari, Elham Dolatabadi, Arash Afkanpour
- 11 May 2025 (modified: 30 Oct 2025)
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
GC4NC: A Benchmark Framework for Graph Condensation on Node Classification with New Insights
Shengbo Gong, Juntong Ni, Noveen Sachdeva, Carl Yang, Wei Jin
- Published: 18 Sept 2025, Last Modified: 11 Dec 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge
Ruskin Raj Manku, Yuzhi Tang, Xingjian Shi, Mu Li, Alex Smola
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
t-BEN: A Temporal Logic Guided Approach for Temporal Reasoning Benchmark Generation
Dingmin Wang, Bocheng Zou, Zhen Han, zhiqiang xu
- 10 May 2025 (modified: 30 Oct 2025)
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models
Charvi Rastogi, Tian Huey Teh, Pushkar Mishra, Roma Patel, Ding Wang, Mark Diaz, Alicia Parrish, Aida Mostafazadeh Davani, Zoe Ashwood, Michela Paganini, Vinodkumar Prabhakaran, Verena Rieser, Lora Aroyo
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
Diffusion Classifiers Understand Compositionality, but Conditions Apply
Yujin Jeong, Arnas Uselis, Seong Joon Oh, Anna Rohrbach
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
Yunxiang Zhang, Muhammad Khalifa, Shitanshu Bhushan, Grant D Murphy, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
PARALLELPROMPT: Extracting Parallelism from Large Language Model Queries
Steven Kolawole, Keshav Santhanam, Virginia Smith, Pratiksha Thaker
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts
Paul Setinek, Gianluca Galletti, Thomas Gross, Dominik Schnürer, Johannes Brandstetter, Werner Zellinger
- 10 May 2025 (modified: 30 Oct 2025)
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
Towards precision protein-ligand affinity prediction benchmark: A Complete and Modification-Aware DAVIS Dataset
Ming Hsiu Wu, Ziqian Xie, Shuiwang Ji, Degui Zhi
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Ineq-Comp: Benchmarking Human-Intuitive Compositional Reasoning in Automated Theorem Proving of Inequalities
Haoyu Zhao, Yihan Geng, Shange Tang, Yong Lin, Bohan Lyu, Hongzhou Lin, Chi Jin, Sanjeev Arora
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
Andy K Zhang, Joey Ji, Celeste Menders, Riya Dulepet, Thomas Qin, Ron Yifeng Wang, Junrong Wu, Kyleen Liao, Jiliang Li, Jinghan Hu, Sara Hong, Nardos Demilew, Shivatmica Murgai, Jason Khiem Tran, Nishka Kacheria, Ethan Jun-shen Ho, Denis Liu, Lauren McLane, Olivia Beyer Bruvik, Dai-Rong Han et al. (14 additional authors not shown)
TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
Xiaochuan Gou, Ziyue Li, Tian Lan, Junpeng Lin, zhishuai Li, Bingyu Zhao, Chen Zhang, Di Wang, Xiangliang Zhang
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
MolVision: Molecular Property Prediction with Vision Language Models
Deepan Adak, Yogesh S Rawat, Shruti Vyas
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Risk Management for Mitigating Benchmark Failure Modes: BenchRisk
Sean McGregor, Vassil Tashev, Armstrong Foundjem, Aishwarya Ramasethu, Sadegh AlMahdi Kazemi Zarkouei, Chris Knotz, Kongtao Chen, Alicia Parrish, Anka Reuel, Heather Frase
- Published: 18 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge
Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jimenez Gutierrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, TIANSHU ZHANG, Jian Xie, Yifei Li, Tianci Xue, Zeyi Liao, Kai Zhang et al. (6 additional authors not shown)
The Tournesol dataset: Which videos should be more largely recommended?
Lê-Nguyên Hoang, Romain Beylerian, Julien Fageot, Louis Faucon, Aidan Jungo, Adrien Matissart, Nathaël Noguès
- 10 May 2025 (modified: 30 Oct 2025)
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
MONITRS: Multimodal Observations of Natural Incidents Through Remote Sensing
Shreelekha Revankar, Utkarsh Mall, Cheng Perng Phoo, Kavita Bala, Bharath Hariharan
- Published: 18 Sept 2025, Last Modified: 15 Dec 2025
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning
Seungdong Yoa, Sanghyu Yoon, Suhee Yoon, Dongmin Kim, Ye Seul Sim, Junhyun Lee, Woohyung Lim
- 10 May 2025 (modified: 30 Oct 2025)
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
DeceptionBench: A Comprehensive Benchmark for AI Deception Behaviors in Real-world Scenarios
Yao Huang, Yitong Sun, Yichi Zhang, Ruochen Zhang, Yinpeng Dong, Xingxing Wei
- Published: 18 Sept 2025, Last Modified: 11 Dec 2025
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone

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Published: 18 Sept 2025, Last Modified: 30 Oct 2025
NeurIPS 2025 Datasets and Benchmarks Track poster
Readers: Everyone

Published: 18 Sept 2025, Last Modified: 30 Oct 2025
NeurIPS 2025 Datasets and Benchmarks Track poster
Readers: Everyone