WebDatasets and benchmarks are crucial for the development of machine learning methods, but also require their own publishing and reviewing guidelines. For instance, datasets … WebNeurIPS Main Conference Proceedings. The proceedings for accepted papers at the main conference are available at the blue link below. Advances in Neural Information Processing Systems. Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2024)

What makes a good benchmark dataset? — Agile

http://cs.emory.edu/~lzhao41/materials/papers/GraphGT.pdf WebTo this end, we systematically study the task configurations in different application scenarios and develop a comprehensive Continual Graph Learning Benchmark (CGLB) curated from different public datasets. Specifically, CGLB contains both node-level and graph-level continual graph learning tasks under task-incremental (currently widely adopted ... cylindrical lens ray diagram

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WebThe Datasets and Benchmarks track serves as a novel venue for high-quality publications, talks, and posters on highly valuable machine learning datasets and benchmarks, as well as a forum for discussions on how to improve dataset development. Datasets and benchmarks are crucial for the development of machine learning methods, but also … WebApr 7, 2024 · For instance, dataset papers could make use of dataset documentation frameworks, such as datasheets for datasets, dataset nutrition labels, data statements … WebNov 25, 2024 · This year, the Dataset and Benchmarks track also truly became a standard component of the NeurIPS conference. Datasets and Benchmarks papers are blended with the main conference papers in the poster sessions, panels, and on the virtual conference site. They will still be easily discoverable via a virtual site highlight page and … cylindrical lid options