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ResearchFormerly WizWand

Data Science on DSBench

66.43ScoreVeriGraph-8B
12.651626.613340.57554.5367Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
VeriGraph-8BCategory=Specialized data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✓2026.0666.43
Qwen3-32BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0656.44
GPT-5.4Category=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0653.07
Claude-4.5-OpusCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0653.07
DeepAnalyzeCategory=Specialized data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0647.64
Qwen3-30B-A3BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0647.24
QwQ-32BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0646.01
Claude-4.5-SonnetCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0644.79
GPT-5.2Category=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0644.48
Qwen3-8BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0638.04
Claude-4.5-OpusCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.0630.67
Qwen3-32BCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.0629.75
Qwen3-Coder-30BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0628.53
Gemini-2.5-ProCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.0627.61
Qwen3-30B-A3BCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.0626.69
Claude-4.5-SonnetCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.0625.77
GPT-5.2Category=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.0614.72
DataMindCategory=Specialized data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.0614.72