EvalRS
A Rounded Evaluation of Recommender Systems

Some charts to better understand how models perform

We are plotting MRR with other metrics, to see the impact of the "main" metric onto the others. Note that MRED is multiplied by -1 in this plot to give a better idea of the relationships. Thus HIGHER MRED means higher unequal performance across partitions.

MRR and Country MRED

MRR and Gender MRED

MRR and Latent Diversity

MRR and Being Less Wrong

EvalRS Leaderboard