Search results for "Benchmarks"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
59	Minghui Chen, Zhiqiang Wang, Feng Zheng	Benchmarks for Corruption Invariant Person Re-identification.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
59	Curtis G. Northcutt, Anish Athalye, Jonas Mueller 0001	Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
59	James Ault, Guni Sharon	Reinforcement Learning Benchmarks for Traffic Signal Control.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
59	Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu 0001, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency	MultiBench: Multiscale Benchmarks for Multimodal Representation Learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
59	Michelle Bao, Angela Zhou, Samantha Zottola, Brian Brubach, Sarah Desmarais, Aaron Horowitz, Kristian Lum, Suresh Venkatasubramanian	It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
59	Christopher Yeh, Chenlin Meng, Sherrie Wang, Anne Driscoll, Erik Rozi, Patrick Liu, Jihyeon Janel Lee, Marshall Burke, David B. Lobell, Stefano Ermon	SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
59	Yang Liu, Sujay Khandagale, Colin White, Willie Neiswanger	Synthetic Benchmarks for Scientific Research in Explainable Machine Learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
59	Kwei-Herng Lai, Daochen Zha, Junjie Xu, Yue Zhao 0016, Guanchu Wang, Xia Ben Hu	Revisiting Time Series Outlier Detection: Definitions and Benchmarks.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
58	Hans Vandierendonck, Koen De Bosschere	Eccentric and fragile benchmarks.	ISPASS	2004	DBLP DOI BibTeX RDF
56	Larry Meadows, Douglas Miles, Mark Young	Performance results of several High Performance Fortran benchmarks.	IPPS	1995	DBLP DOI BibTeX RDF	pghpf High Performance Fortran, kernel benchmarks, production-class codes, compiler, FORTRAN, program compilers, shared memory systems, shared-memory systems, distributed memory systems, distributed-memory systems, software performance evaluation, HPF
52	Windsor W. Hsu, Alan Jay Smith, Honesty C. Young	I/O reference behavior of production database workloads and the TPC benchmarks - an analysis at the logical level.	ACM Trans. Database Syst.	2001	DBLP DOI BibTeX RDF	TPC benchmarks, production database workloads, reference behavior, caching, locality, prefetching, workload characterization, I/O, sequentiality
48	Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, Steve Vejcik	Malstone: towards a benchmark for analytics on large data clouds.	KDD	2010	DBLP DOI BibTeX RDF	cloud computing benchmarks, data mining benchmarks, benchmarks
48	John L. Gustafson, Rajat Todi	Conventional Benchmarks as a Sample of the Performance Spectrum.	J. Supercomput.	1999	DBLP DOI BibTeX RDF	performance analysis, benchmarks, HINT, hierarchical memory
46	Joaquin Vanschoren, Sai-Kit Yeung (eds.)	Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 2021, virtual.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Junjue Wang, Zhuo Zheng, Ailong Ma, Xiaoyan Lu, Yanfei Zhong	LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Dennis Assenmacher, Marco Niemann, Kilian Müller, Moritz Seiler, Dennis M. Riehle, Heike Trautmann	`RP-Mod`&`RP-Crowd:` Moderator- and Crowd-Annotated German News Comment Datasets.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin B. Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li 0001, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, Ming Gong, Ming Zhou 0001, Nan Duan, Neel Sundaresan, Shao Kun Deng, Shengyu Fu, Shujie Liu 0001	CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Mingjie Li 0006, Wenjia Cai, Rui Liu, Yuetian Weng, Xiaoyun Zhao, Cong Wang, Xin Chen, Zhong Liu, Caineng Pan, Mengke Li, Yingfeng Zheng, Yizhi Liu, Flora D. Salim, Karin Verspoor, Xiaodan Liang, Xiaojun Chang	FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Daniel Galvez, Greg Diamos, Juan Torres, Keith Achorn, Juan Felipe Cerón, Anjali Gopi, David Kanter, Max Lam, Mark Mazumder, Vijay Janapa Reddi	The People's Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Jianhua Han, Xiwen Liang, Hang Xu, Kai Chen, Lanqing Hong, Jiageng Mao, Chaoqiang Ye, Wei Zhang 0196, Zhenguo Li, Xiaodan Liang, Chunjing Xu	SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Maria Korosteleva, Sung-Hee Lee	Generating Datasets of 3D Garments with Sewing Patterns.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai	Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven Q. H. Truong, Du Nguyen Duong, Tan Bui, Pierre J. Chambon, Yuhao Zhang 0004, Matthew P. Lungren, Andrew Y. Ng, Curtis P. Langlotz, Pranav Rajpurkar	RadGraph: Extracting Clinical Entities and Relations from Radiology Reports.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressuti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, Laura Leal-Taixé, Xiaoxiang Zhu 0001	DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Thibaut Horel, Lorenzo Masoero, Raj Agrawal, Daria Roithmayr, Trevor Campbell	The CPD Data Set: Personnel, Use of Force, and Complaints in the Chicago Police Department.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Samriddhi Singla, Ayan Mukhopadhyay, Michael Wilbur, Tina Diao, Vinayak Gajjewar, Ahmed Eldawy, Mykel J. Kochenderfer, Ross D. Shachter, Abhishek Dubey	WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Cédric Renggli, Luka Rimanic, Nora Hollenstein, Ce Zhang 0001	Evaluating Bayes Error Estimators on Real-World Datasets with FeeBee.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Tongzhou Mu, Zhan Ling, Fanbo Xiang, Derek Yang, Xuanlin Li, Stone Tao, Zhiao Huang, Zhiwei Jia, Hao Su 0001	ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Yanqiao Zhu 0001, Yichen Xu, Qiang Liu 0006, Shu Wu	An Empirical Study of Graph Contrastive Learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Alicia Curth, David Svensson, James Weatherall, Mihaela van der Schaar	Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Jack Bandy, Nicholas Vincent	Addressing "Documentation Debt" in Machine Learning: A Retrospective Datasheet for BookCorpus.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Ann Yuan, Daphne Ippolito, Vitaly Nikolaev, Chris Callison-Burch, Andy Coenen, Sebastian Gehrmann	SynthBio: A Case Study in Faster Curation of Text Datasets.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Aman Hussain, Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova	Towards a robust experimental framework and benchmark for lifelong language learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Tong Xia, Dimitris Spathis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han 0010, Apinan Hasthanasombat, Erika Bondareva, Ting Dang, Andres Floto, Pietro Cicuta, Cecilia Mascolo	COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Sudeep Dasari, Jianren Wang, Joyce Hong, Shikhar Bahl, Yixin Lin, Austin S. Wang, Abitha Thankaraj, Karanbir Chahal, Berk Çalli, Saurabh Gupta 0001, David Held, Lerrel Pinto, Deepak Pathak, Vikash Kumar, Abhinav Gupta 0001	RB2: Robotic Manipulation Benchmarking with a Twist.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Yuhang Li, Mingzhu Shen, Jian Ma, Yan Ren, Mingxin Zhao, Qi Zhang, Ruihao Gong, Fengwei Yu, Junjie Yan	MQBench: Towards Reproducible and Deployable Model Quantization Benchmark.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Tudor Mare, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu	A realistic approach to generate masked faces applied on two novel masked face recognition data sets.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Alon Talmor, Ori Yoran, Ronan Le Bras 0001, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi 0001, Jonathan Berant	CommonsenseQA 2.0: Exposing the Limits of AI through Gamification.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Dan Hendrycks, Collin Burns, Anya Chen, Spencer Ball	CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Moein Sorkhei, Yue Liu, Hossein Azizpour, Edward Azavedo, Karin Dembrower, Dimitra Ntoula, Athanasios Zouzos, Fredrik Strand, Kevin Smith 0001	CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Bernd Bischl, Giuseppe Casalicchio, Matthias Feurer, Pieter Gijsbers, Frank Hutter, Michel Lang, Rafael Gomes Mantovani, Jan N. van Rijn, Joaquin Vanschoren	OpenML Benchmarking Suites.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	William G. La Cava, Patryk Orzechowski, Bogdan Burlacu, Fabrício Olivetti de França, Marco Virgolin, Ying Jin, Michael Kommenda, Jason H. Moore	Contemporary Symbolic Regression Methods and their Relative Performance.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau	A Large-Scale Database for Graph Representation Learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Alex Tamkin, Vincent Liu, Rongfei Lu, Daniel Fein, Colin Schultz, Noah D. Goodman	DABS: a Domain-Agnostic Benchmark for Self-Supervised Learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Kenneth Peng, Arunesh Mathur, Arvind Narayanan	Mitigating dataset harms requires stewardship: Lessons from 1000 papers.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Aleksandar Botev, Andrew Jaegle, Peter Wirnsberger, Daniel Hennes, Irina Higgins	Which priors matter? Benchmarking models for learning latent dynamics.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Wenhu Chen, Xinyi Wang, William Yang Wang	A Dataset for Answering Time-Sensitive Questions.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Camille Garcin, Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Mathias Chouet, Maximilien Servajean, Titouan Lorieul, Joseph Salmon	Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Laurynas Karazija, Iro Laina, Christian Rupprecht 0001	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Zihao Wang 0001, Hang Yin, Yangqiu Song	Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Joseph Suarez, Yilun Du, Clare Zhu, Igor Mordatch, Phillip Isola	The Neural MMO Platform for Massively Multiagent Research.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Rami Aly, Zhijiang Guo, Michael Sejr Schlichtkrull, James Thorne, Andreas Vlachos 0001, Christos Christodoulopoulos 0001, Oana Cocarascu, Arpit Mittal	FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Salva Rühling Cachay, Venkatesh Ramesh, Jason N. S. Cole, Howard Barker, David Rolnick	ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Haozhe Sun, Wei-Wei Tu, Isabelle Guyon	OmniPrint: A Configurable Printed Character Synthesizer.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu 0008, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung	BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	John Lambert, James Hays	Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Jaeju An, Jeongho Kim 0007, Hanbeen Lee, Jinbeom Kim, Junhyung Kang, Minha Kim, Saebyeol Shin, Donghee Hong, Simon S. Woo	VFP290K: A Large-Scale Benchmark Dataset for Vision-based Fallen Person Detection.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Francesco Croce, Maksym Andriushchenko, Vikash Sehwag, Edoardo Debenedetti, Nicolas Flammarion, Mung Chiang, Prateek Mittal, Matthias Hein 0001	RobustBench: a standardized adversarial robustness benchmark.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Karan Desai, Gaurav Kaul, Zubin Aysola, Justin Johnson 0001	RedCaps: Web-curated image-text data created by the people, for the people.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Tal Ridnik, Emanuel Ben Baruch, Asaf Noy, Lihi Zelnik	ImageNet-21K Pretraining for the Masses.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	William Gilpin	Chaos as an interpretable benchmark for forecasting and data-driven modelling.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Nikolaos-Antonios Ypsilantis, Noa Garcia, Guangxing Han, Sarah Ibrahimi, Nanne van Noord, Giorgos Tolias	The Met Dataset: Instance-level Recognition for Artworks.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Raesetje Sefala, Timnit Gebru, Nyalleng Moorosi, Luzango Mfupe, Richard Klein	Constructing a Visual Dataset to Study the Effects of Spatial Apartheid in South Africa.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Ard Kastrati, Martyna Plomecka, Damian Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer	EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Sebastian Koch, Yurii Piadyk, Markus Worchel, Marc Alexa, Cláudio T. Silva, Denis Zorin, Daniele Panozzo	Hardware Design and Accurate Simulation of Structured-Light Scanning for Benchmarking of 3D Reconstruction Algorithms.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Vincent Dumoulin, Neil Houlsby, Utku Evci, Xiaohua Zhai, Ross Goroshin, Sylvain Gelly, Hugo Larochelle	A Unified Few-Shot Classification Benchmark to Compare Transfer and Meta Learning Approaches.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Christian Dallago, Jody Mou, Kadina E. Johnston, Bruce J. Wittmann, Nicholas Bhattacharya, Samuel Goldman, Ali Madani, Kevin K. Yang	FLIP: Benchmark tasks in fitness landscape inference for proteins.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Zhiyuan Tang, Dong Wang 0013, Yanguang Xu, Jianwei Sun, Xiaoning Lei, Shuaijiang Zhao, Cheng Wen, Xingjun Tan, Chuandong Xie, Shuran Zhou, Rui Yan, Chenjia Lv, Yang Han, Wei Zou, Xiangang Li	KeSpeech: An Open Source Speech Dataset of Mandarin and Its Eight Subdialects.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Andrey Malinin, Neil Band, Yarin Gal, Mark J. F. Gales, Alexander Ganshin, German Chesnokov, Alexey Noskov, Andrey Ploskonosov, Liudmila Prokhorenkova, Ivan Provilkov, Vatsal Raina, Vyas Raina, Denis Roginskiy, Mariya Shmatova, Panagiotis Tigas, Boris Yangel	Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Kimin Lee, Laura M. Smith, Anca D. Dragan, Pieter Abbeel	B-Pref: Benchmarking Preference-Based Reinforcement Learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Lukasz Borchmann, Michal Pietruszka, Tomasz Stanislawek, Dawid Jurkiewicz, Michal Turski, Karolina Szyndler, Filip Gralinski	DUE: End-to-End Document Understanding Benchmark.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Johannes C. Paetzold, Julian McGinnis, Suprosanna Shit, Ivan Ezhov, Paul Büschl, Chinmay Prabhakar, Anjany Sekuboyina, Mihail I. Todorov, Georgios Kaissis, Ali Ertürk, Stephan Günnemann, Bjoern H. Menze	Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Andreas Aakerberg, Kamal Nasrollahi, Thomas B. Moeslund	RELLISUR: A Real Low-Light Image Super-Resolution Dataset.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Katharina Eggensperger, Philipp Müller 0008, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor H. Awad, Marius Lindauer, Frank Hutter	HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Rob J. Hyndman, Pablo Montero-Manso	Monash Time Series Forecasting Archive.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Jiageng Mao, Minzhe Niu, Chenhan Jiang, Hanxue Liang, Jingheng Chen, Xiaodan Liang, Yamin Li, Chaoqiang Ye, Wei Zhang 0196, Zhenguo Li, Jie Yu, Chunjing Xu, Hang Xu	One Million Scenes for Autonomous Driving: ONCE Dataset.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Hasam Khalid, Shahroz Tariq, Minha Kim, Simon S. Woo	FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	David Alfonso-Hermelo, Ahmad Rashid, Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh	NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Cécile Logé, Emily Ross, David Yaw Amoah Dadey, Saahil Jain, Adriel Saporta, Andrew Y. Ng, Pranav Rajpurkar	Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Raphael J. L. Townshend, Martin Vögele, Patricia Suriana, Alexander Derry, Alexander S. Powers, Yianni Laloudakis, Sidhika Balachandar, Bowen Jing, Brandon M. Anderson, Stephan Eismann, Risi Kondor, Russ B. Altman, Ron O. Dror	ATOM3D: Tasks on Molecules in Three Dimensions.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Simon Mille, Kaustubh D. Dhole, Saad Mahamood, Laura Perez-Beltrachini, Varun Gangal, Mihir Sanjay Kale, Emiel van Miltenburg, Sebastian Gehrmann	Automatic Construction of Evaluation Suites for Natural Language Generation Datasets.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Avanika Narayan, Piero Molino, Karan Goel, Willie Neiswanger, Christopher Ré	Personalized Benchmarking with the Ludwig Benchmarking Toolkit.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Yang Deng, Juncheng Dong, Simiao Ren, Omar Khatib, Mohammadreza Soltani, Vahid Tarokh, Willie Padilla, Jordan M. Malof	Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Yuanqi Du, Shiyu Wang, Xiaojie Guo 0002, Hengning Cao, Shujie Hu, Junji Jiang, Aishwarya Varala, Abhinav Angirekula, Liang Zhao 0002	GraphGT: Machine Learning Datasets for Graph Generation and Transformation.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Sean Welleck, Jiacheng Liu 0010, Ronan Le Bras 0001, Hanna Hajishirzi, Yejin Choi 0001, Kyunghyun Cho	NaturalProofs: Mathematical Theorem Proving in Natural Language.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Zhiqiu Lin, Jia Shi, Deepak Pathak, Deva Ramanan	The CLEAR Benchmark: Continual LEArning on Real-World Imagery.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Nikita Pavlichenko, Ivan Stelmakh, Dmitry Ustalov	CrowdSpeech and Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Sungjoon Park, Jihyung Moon, Sungdong Kim, Won-Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Youngsook Song, Tae Hwan Oh, Joohong Lee, Juhyun Oh, Sungwon Lyu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim 0002, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Eunjeong Lucy Park, Alice Oh, Jung-Woo Ha 0001, Kyunghyun Cho	KLUE: Korean Language Understanding Evaluation.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg	A Toolbox for Construction and Analysis of Speech Datasets.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Mayur Hemani, Abhinav Patel, Tejas Shimpi, Anirudha Ramesh, Balaji Krishnamurthy	What Ails One-Shot Image Segmentation: A Data Perspective.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Nafise Sadat Moosavi, Andreas Rücklé, Dan Roth, Iryna Gurevych	SciGen: a Dataset for Reasoning-Aware Text Generation from Scientific Tables.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Malte Lücken, Daniel Burkhardt, Robrecht Cannoodt, Christopher Lance, Aditi Agrawal, Hananeh Aliee, Ann Chen, Louise Deconinck, Angela Detweiler, Alejandro Granados, Shelly Huynh, Laura Isacco, Yang Kim, Dominik Klein, Bony de Kumar, Sunil Kuppasani, Heiko Lickert, Aaron McGeever, Joaquin Melgarejo, Honey Mekonen, Maurizio Morri, Michaela Müller, Norma Neff, Sheryl Paul, Bastian Rieck, Kaylie Schneider, Scott Steelman, Michael Sterr, Daniel Treacy, Alexander Tong 0001, Alexandra-Chloé Villani, Guilin Wang, Jia Yan, Ce Zhang, Angela Pisco, Smita Krishnaswamy, Fabian J. Theis, Jonathan M. Bloom	A sandbox for prediction and integration of DNA, RNA, and proteins in single cells.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Thomas Liao, Rohan Taori, Deborah Raji, Ludwig Schmidt	Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Sarah Wiegreffe, Ana Marasovic	Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Mateusz Jurewicz, Leon Derczynski	PROCAT: Product Catalogue Dataset for Implicit Clustering, Permutation Learning and Structure Prediction.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Sebastian Pineda-Arango, Hadi S. Jomaa, Martin Wistuba, Josif Grabocka	HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-Peng Tan, Alex C. Kot	Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Inioluwa Deborah Raji, Emily Denton, Emily M. Bender, Alex Hanna, Amandalynne Paullada	AI and the Everything in the Whole Wide World Benchmark.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Changhun Lee, Soohyeok Kim, Sehwa Jeong, Chiehyeon Lim, Jayun Kim, Yeji Kim, Minyoung Jung	MIND dataset for diet planning and dietary healthcare with machine learning: Dataset creation using combinatorial optimization and controllable generation with domain experts.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
46	Yuki M. Asano, Christian Rupprecht 0001, Andrew Zisserman, Andrea Vedaldi	PASS: An ImageNet replacement for self-supervised pretraining without humans.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF