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Benchmarks
Factual Reasoning on FreshQA v2
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16
Baseline Wins
Domain-Grounded Tiered Retrieval
15.2
15.6
16
16.4
Mar 18, 2026
Baseline Wins
Proposed Wins
Tie Count
Win Rate
Hallucination Rate
Groundedness
Updated 1mo ago
Evaluation Results
Method
Method
Links
Baseline Wins
Proposed Wins
Tie Count
Win Rate
Hallucination Rate
Groundedness
Domain-Grounded Tiered Retrieval
N=150
2026.03
16
97
37
64.7
3.5
19.2
Baseline (Llama 3.1 8B)
N=150
2026.03
16
-
-
-
-
-
Domain-Grounded Tiered Retrieval
N=34, subset=factual-a...
2026.03
-
-
-
-
15.5
84.5
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