Erdős

该数据集是目前最大的图推理数据集，包含了50个多样化的图论任务，这些任务难度不一，均源自于真实世界的图。此外，Erdős数据集使得强化学习训练成为可能，显著提升了模型在图推理能力上的表现。该数据集的规模包括10万条训练数据和5千条测试数据，其任务专注于图形推理任务。This dataset is currently the largest graph reasoning dataset to date. It encompasses 50 diverse graph theory tasks with varying difficulty levels, all derived from real-world graphs. Moreover, the Erdős Dataset enables reinforcement learning training and significantly improves the performance of models on graph reasoning tasks. In terms of scale, the dataset consists of 100,000 training instances and 5,000 test samples, with all tasks focusing on graph reasoning.

搜集汇总

背景与挑战

背景概述

Erdős数据集是目前最大的图推理数据集，包含50个源自真实世界的多样化图论任务，难度不一。它支持强化学习训练，显著提升模型推理能力，规模为10万条训练数据和5千条测试数据，专注于图形推理任务。