NeurIPS 2021 Track Datasets and Benchmarks Round2 Submissions

CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge
Yasumasa Onoe, Michael JQ Zhang, Eunsol Choi, Greg Durrett
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
FS-Mol: A Few-Shot Learning Dataset of Molecules
Megan Stanley, John F Bronskill, Krzysztof Maziarz, Hubert Misztela, Jessica Lanini, Marwin Segler, Nadine Schneider, Marc Brockschmidt
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space
Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressuti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, Laura Leal-Taixé, Xiao Xiang Zhu
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants
Samriddhi Singla, Ayan Mukhopadhyay, Michael Wilbur, Tina Diao, Vinayak Gajjewar, Ahmed Eldawy, Mykel Kochenderfer, Ross D Shachter, Abhishek Dubey
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
A sandbox for prediction and integration of DNA, RNA, and proteins in single cells
Malte D Luecken, Daniel Bernard Burkhardt, Robrecht Cannoodt, Christopher Lance, Aditi Agrawal, Hananeh Aliee, Ann T Chen, Louise Deconinck, Angela M Detweiler, Alejandro A Granados, Shelly Huynh, Laura Isacco, Yang Joon Kim, Dominik Klein, BONY DE KUMAR, Sunil Kuppasani, Heiko Lickert, Aaron McGeever, Honey Mekonen, Joaquin Caceres Melgarejo et al. (18 additional authors not shown)
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning
Christopher Yeh, Chenlin Meng, Sherrie Wang, Anne Driscoll, Erik Rozi, Patrick Liu, Jihyeon Lee, Marshall Burke, David B. Lobell, Stefano Ermon
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Monash Time Series Forecasting Archive
Rakshitha Wathsadini Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Rob Hyndman, Pablo Montero-Manso
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
A realistic approach to generate masked faces applied on two novel masked face recognition data sets
Tudor-Alexandru Mare, Georgian Duta, Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation
Alex Chan, Ioana Bica, Alihan Hüyük, Daniel Jarrett, Mihaela van der Schaar
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
An Empirical Study of Graph Contrastive Learning
Yanqiao Zhu, Yichen Xu, Qiang Liu, Shu Wu
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
MIND dataset for diet planning and dietary healthcare with machine learning: Dataset creation using combinatorial optimization and controllable generation with domain experts
Changhun Lee, Soohyeok Kim, Sehwa Jeong, Chiehyeon Lim, Jayun Kim, Yeji Kim, Minyoung Jung
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
CSFCube - A Test Collection of Computer Science Research Articles for Faceted Query by Example
Sheshera Mysore, Tim O'Gorman, Andrew McCallum, Hamed Zamani
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs
Weihua Hu, Matthias Fey, Hongyu Ren, Maho Nakata, Yuxiao Dong, Jure Leskovec
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting
Benjamin Wilson, William Qi, Tanmay Agarwal, John Lambert, Jagjeet Singh, Siddhesh Khandelwal, Bowen Pan, Ratnesh Kumar, Andrew Hartnett, Jhony Kaesemodel Pontes, Deva Ramanan, Peter Carr, James Hays
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
What Would Jiminy Cricket Do? Towards Agents That Behave Morally
Dan Hendrycks, Mantas Mazeika, Andy Zou, Sahil Patel, Christine Zhu, Jesus Navarro, Dawn Song, Bo Li, Jacob Steinhardt
- Published: 18 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
Nan Rosemary Ke, Aniket Rajiv Didolkar, Sarthak Mittal, Anirudh Goyal, Guillaume Lajoie, Stefan Bauer, Danilo Jimenez Rezende, Yoshua Bengio, Christopher Pal, Michael Curtis Mozer
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations
Tongzhou Mu, Zhan Ling, Fanbo Xiang, Derek Cathera Yang, Xuanlin Li, Stone Tao, Zhiao Huang, Zhiwei Jia, Hao Su
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials
Yang Deng, Juncheng Dong, Simiao Ren, Omar Khatib, Mohammadreza Soltani, Vahid Tarokh, Willie Padilla, Jordan Malof
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models
Salva Rühling Cachay, Venkatesh Ramesh, Jason N. S. Cole, Howard Barker, David Rolnick
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Multilingual Spoken Words Corpus
Mark Mazumder, Sharad Chitlangia, Colby Banbury, Yiping Kang, Juan Manuel Ciro, Keith Achorn, Daniel Galvez, Mark Sabini, Peter Mattson, David Kanter, Greg Diamos, Pete Warden, Josh Meyer, Vijay Janapa Reddi
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Measuring Coding Challenge Competence With APPS
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation
Arjun D Desai, Andrew M Schmidt, Elka B Rubin, Christopher Michael Sandino, Marianne Susan Black, Valentina Mazzoli, Kathryn J Stevens, Robert Boutin, Christopher Re, Garry E Gold, Brian Hargreaves, Akshay Chaudhari
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Mitigating dataset harms requires stewardship: Lessons from 1000 papers
Kenneth L Peng, Arunesh Mathur, Arvind Narayanan
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
A Toolbox for Construction and Analysis of Speech Datasets
Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li
- Published: 11 Oct 2021, Last Modified: 25 Nov 2024
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone