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ResearchFormerly WizWand

Skill Routing

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Skill Routing Dataset

SR-Emb-8B + SR-Rank-8B

76Hit@1

26

Mar 25, 2026

Skill Routing Dataset Hard

SR-Emb-8B + SR-Rank-8B

73.3Hit@1

26

Mar 25, 2026

Skill Routing Dataset Easy

SR-Emb-0.6B + SR-Rank-8B

78.7Hit@1

26

Mar 25, 2026

E-commerce Assistant Evaluation Set (Offline)

SkillChainS1+S2

78Routing F1

4

Jun 12, 2026

Core benchmark Multi-Skill

SR-Emb-0.6B × SR-Rank-0.6B

74.5Hit@1

4

Mar 25, 2026

Core benchmark Single-Skill

SR-Emb-0.6B × SR-Rank-0.6B

72.9Hit@1

4

Mar 25, 2026

89.45Reward

4

Feb 26, 2026

89.45Reward

4

Feb 26, 2026

89.45Reward

4

Feb 26, 2026

A/B experiment 6M customers (online)

19Reward

2

Feb 26, 2026