TGB-Seq Full Logo

A comprehensive collection of eight benchmark datasets for evaluating future link prediction models.

Submit Your Model Results

Challenging Datasets

TGB-Seq offers datasets curated from diverse real-world dynamic interaction systems, inherently featuring intricate sequential dynamics and fewer repeated edges.

View Datasets

Quick Start

TGB-Seq is available as a convenient pip package, offering seamless access to dataset downloading, negative sample generation and evaluation. We provide a quick-start example built on DyGLib, enabling easy integration.

Get Started

Unified Evaluation

TGB-Seq adopts a standardized evaluation protocol with fixed dataset splits, generating 100 negative samples per test instance and computing the MRR metric for consistent and reliable performance assessment.

View Leaderboards