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ResearchFormerly WizWand

Structured Metadata Retrieval

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

DEVDATABENCH Multilingual raw-schema (holdout)

harrier-270m-ft

52.8R@1

10

Jun 30, 2026

Indicators Yoruba grounded queries (held-out)

40.8R@10

3

Jun 30, 2026

Indicators (Kinyarwanda) grounded queries (held-out)

50.4R@10

3

Jun 30, 2026

Indicators Hausa grounded queries (held-out)

47.1R@10

3

Jun 30, 2026

Indicators Zulu grounded queries (held-out)

54.2R@10

3

Jun 30, 2026

Indicators Amharic grounded queries (held-out)

79.6R@10

3

Jun 30, 2026

Indicators Persian grounded queries (held-out)

83.3R@10

3

Jun 30, 2026

Indicators (Thai) grounded queries (held-out)

90R@10

3

Jun 30, 2026

Indicators Korean grounded queries (held-out)

73.8Recall@10

3

Jun 30, 2026

Indicators Vietnamese grounded queries (held-out)

82.9R@10

3

Jun 30, 2026

Indicators Tagalog grounded queries (held-out)

90.8R@10

3

Jun 30, 2026