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Papers Benchmarks Datasets Tasks

Personalization research benchmarks – Page 2 · SOTA2 Research

Personalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ELIX easy 550 users

97.8Winrate

4

Apr 20, 2026

Online Shopping 1.0 (Phase 4)

PAHF (pre+post)

0.703Success Rate

4

Feb 26, 2026

Online Shopping 1.0 (Phase 2)

PAHF (pre+post)

41.3Success Rate

4

Feb 26, 2026

Embodied Manipulation 1.0 (Phase 4)

PAHF (pre+post)

68.8Success Rate

4

Feb 26, 2026

Embodied Manipulation Phase 2 1.0

PAHF (pre+post)

70.5Success Rate

4

Feb 26, 2026

Page 2 of 2

Popular datasets

LaMP DreamBench Embodied Manipulation Online Shopping Personalization Prompts

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