TKGs, TKG representation learning poses great challenges to the research community.

While numerous forecasters have been proposed using different network architectures, the Transformer-based models have state-of-the-art performance in time series forecasting.

Bobsledders rely a lot on specialized equipment to perform well and stay safe during the Formula 1 of ice." Olympic bobsledding often gets called the "Formula 1 of ice." Tracks are more than 1.5 kilometers (nearly a mile) long, and athletes often race down them at speeds nearing 145 kilometers per hour (90 mph). Bobsledders--whether in teams of four, two, or sliding solo--are often subjected to gravitational forces in excess of 5g. At the 2026 Milano Cortina Winter Games, they're using tech aimed at making each phase of the race, from initial push to technical driving to final braking, just a little bit more precise than in previous Games.

CARP learns prototypes in an end-to-end online fashion using gradient descent without additional non-differentiable modules to solve the cluster assignment problem. CARP optimizes a new pretext task based on random partitions of prototypes that regularizes the model and enforces consistency between views' assignments.

No institution provided explicit funding for the creation of this benchmark.