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Evidence Ranking on Evidence Ranking Dataset Section 4 (half)

0.88MRRo3
0.620.68750.7550.8225Jan 29, 2026

Evaluation results

MethodLinks
o3approach=incremental LLM, category=LRMs (Reasoning Models)2026.010.8879.4
o3-miniapproach=incremental LLM, category=LRMs (Reasoning Models)2026.010.8778.4
4oapproach=incremental LLM, category=LLMs2026.010.8373
LLaMA-3.3-70Bapproach=incremental LLM, category=LLMs2026.010.8374
Qwen3-235B-A22B-Instructapproach=incremental LLM, category=LLMs2026.010.8373.8
LLaMA-4-Maverick-17Bapproach=incremental LLM, category=LLMs2026.010.870
4o-miniapproach=incremental LLM, category=LLMs2026.010.7968
Qwen3-235B-A22B-Thinkingapproach=incremental LLM, category=LRMs (Reasoning Models)2026.010.6352.6