Data Science on DSBench
66.43ScoreVeriGraph-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| VeriGraph-8BCategory=Specialized data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✓2026.06 | 66.43 | |
| Qwen3-32BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 56.44 | |
| GPT-5.4Category=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 53.07 | |
| Claude-4.5-OpusCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 53.07 | |
| DeepAnalyzeCategory=Specialized data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 47.64 | |
| Qwen3-30B-A3BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 47.24 | |
| QwQ-32BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 46.01 | |
| Claude-4.5-SonnetCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 44.79 | |
| GPT-5.2Category=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 44.48 | |
| Qwen3-8BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 38.04 | |
| Claude-4.5-OpusCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.06 | 30.67 | |
| Qwen3-32BCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.06 | 29.75 | |
| Qwen3-Coder-30BCategory=ReAct data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 28.53 | |
| Gemini-2.5-ProCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.06 | 27.61 | |
| Qwen3-30B-A3BCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.06 | 26.69 | |
| Claude-4.5-SonnetCategory=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.06 | 25.77 | |
| GPT-5.2Category=Direct inference, Traceability (Comp.)=✗, Traceability (Deriv.)=✗2026.06 | 14.72 | |
| DataMindCategory=Specialized data agents, Traceability (Comp.)=✓, Traceability (Deriv.)=✗2026.06 | 14.72 |