Are We Really Making Progress in Group Recommendation? Unmasking the Tie-Breaking Illusion

Recent group recommendation methods have reported strong improvements on standard benchmarks, but it remains unclear whether these gains always reflect genuine advances in modeling group preferences. In this paper, we show that several recent methods are affected by a systematic evaluation bias caus...