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Domain Reasoning on DRBench (test)

42.9ScoreDR-Rubric-14B (BS-2)
34.5836.7438.941.06May 31, 2026

Evaluation results

MethodLinks
DR-Rubric-14B (BS-2)Model Scale=14B2026.0542.9
DR-Rubric-30B-A3B (BS-2)Model Scale=30B-A3B2026.0542.2
DR-Rubric-30B-A3B (BS-3)Model Scale=30B-A3B2026.0542.1
Tongyi-DeepResearch-30B-A3BModel Scale=30B-A3B2026.0541.9
DeepSeek-R1-Distill-Qwen-14BModel Scale=14B2026.0541
DR-Rubric-14B (BS-1)Model Scale=14B2026.0540.4
DR-Rubric-30B-A3B (BS-1)Model Scale=30B-A3B2026.0540.1
Qwen3-14B-baseModel Scale=14B2026.0538.7
MiroThinker-1.7-mini (30B-A3B)Model Scale=30B-A3B2026.0538.7
DR-Rubric-14B (BS-3)Model Scale=14B2026.0537.7
WebThinker-R1-14BModel Scale=14B2026.0537.6
Qwen3-30B-A3BModel Scale=30B-A3B2026.0537.5
WebThinker-32B-DPOModel Scale=30B-A3B2026.0537.5
Ministral-3-14B-Reasoning-2512Model Scale=14B2026.0534.9