LaMP Few-Shot Personalization Evaluation benchmark leaderboard · SOTA2 Research

LaMP Few-Shot Personalization Evaluation

52LaMP-1 AccuracyPRISP

Evaluation Results

Method	Links
PRISP2026.01		52	47.4	42.8	30.5	0.339	0.697	13.8	12.2	41.7	36.3	42	38.2	37.8
PriME2026.01		50.4	41.4	36.2	24	0.43	0.827	13.5	11.6	41	34	32.5	28.8	32.3
PAG2026.01		48.8	40.4	28.4	17.2	0.577	1.04	13.5	11.6	29.8	24.8	38.1	34.6	27.1
Per-Pcs2026.01		48	42.1	36.2	24	0.42	0.819	13.4	11.6	42	35.7	22.2	20.8	31
OPPU2026.01		47.2	46.4	37.3	24.5	0.41	0.791	13.8	12.1	44.1	37.9	43.7	39.1	35.5
RAG2026.01		45.6	33.7	33.3	22.4	0.43	0.841	12.9	11.3	43.4	37.4	44.7	39.7	33.1
RAG + PAG2026.01		45.6	33.7	36.9	27.4	0.446	0.841	13.8	12	43.7	37.7	39.9	36.2	33.2
NP2026.01		44.8	40.9	8.4	4.9	0.464	0.844	13.2	11.4	43.5	36.1	44.1	39.5	29.7