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Financial Reasoning on DM-Complong

50.67AccuracyMOCA-AGENT
-1.3312.1725.6739.17Jun 10, 2026

Evaluation results

MethodLinks
MOCA-AGENT2026.0650.67
MOCA-AGENTBackbone=Qwen3.6-27B, Type=Open-source LLMs2026.0650.67
DeepSeek-V32026.0642.33
DeepSeek-V3Type=Proprietary LLMs2026.0642.33
GPT-4o2026.0639.33
GPT-4.52026.0639.33
GPT-4oType=Proprietary LLMs2026.0639.33
GPT-4.5Type=Proprietary LLMs2026.0639.33
DeepSeek-R12026.0638.67
DeepSeek-R1Type=Proprietary LLMs2026.0638.67
GPT-o1-preview2026.0636.67
GPT-o1-previewType=Proprietary LLMs2026.0636.67
GPT-o3-mini2026.0635
GPT-o3-miniType=Proprietary LLMs2026.0635
Llama-3.1-70B-InstructSize=70B2026.0634.33
Llama-3.3-70B-InstructSize=70B2026.0632
Llama-3.3-70BType=Open-source LLMs2026.0632
DeepSeek-R1-Distill-Llama-70B2026.0630.67
DS-R1-Distill-Llama-70BType=Open-source LLMs2026.0630.67
Qwen2.5-32B-InstructSize=32B2026.0630
Qwen2.5-32BType=Open-source LLMs2026.0630
Fino1-14BSize=14B2026.0627.33
Fino1-14BType=Open-source LLMs2026.0627.33
Qwen2.5-14B-InstructSize=14B2026.0626.67
Fino1-8BSize=8B2026.0626.33
Fino1-7BType=Open-source LLMs2026.0626.33
Qwen3-32BSize=32B2026.0626
Qwen3-32BType=Open-source LLMs2026.0626
DeepSeek-R1-Distill-Qwen-32B2026.0624.67
S1-32BSize=32B2026.0624
Qwen3-14BSize=14B2026.0624
DeepSeek-R1-Distill-Qwen-14B2026.0621
QwQ-32BSize=32B2026.0620
Qwen2.5-7B-InstructSize=7B2026.0617.67
Qwen3-8BSize=8B2026.0617.67
DeepSeek-R1-Distill-Llama-8B2026.0615.67
Limo2026.0615.33
Qwen2.5-72B-InstructSize=72B2026.0614.67
Dianjin-R1-7BSize=7B2026.0614.67
Qwen2.5-72BType=Open-source LLMs2026.0614.67
Llama-3.1-8B-InstructSize=8B2026.0614.3
Llama-3-70B-InstructSize=70B2026.0613.67
FinR1-7BSize=7B2026.0613.67
Llama-3-8B-InstructSize=8B2026.066
Qwen2.5-Math-72B-InstructSize=72B2026.065
Llama-4-Scout2026.060.67