Causal Estimation on QRData
89.7MSACAIS Skill (Full)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAIS Skill (Full)Time (s)=59, Cost ($)=0.2352026.04 | 89.7 | 29.7 | |
| Adaptive SkillTime (s)=43, Cost ($)=0.1942026.04 | 89.7 | 29.5 | |
| Knowledge OnlyTime (s)=55, Cost ($)=0.3052026.04 | 87.2 | 23.1 | |
| Auto Opt.Time (s)=71, Cost ($)=0.233, Stage=Stage 2 result after automatic skill iteration2026.04 | 87.2 | 25.6 | |
| CAIS (MAS)Time (s)=123, Cost ($)=0.0862026.04 | 83.3 | 54 | |
| Tools OnlyTime (s)=43, Cost ($)=0.1972026.04 | 69.2 | 28.3 | |
| Structured PipelineTime (s)=56, Cost ($)=0.2952026.04 | 69.2 | 26.5 | |
| MAS CompilerTime (s)=115, Cost ($)=0.6082026.04 | 64.1 | 26.3 | |
| Claude Code RawTime (s)=34, Cost ($)=0.1072026.04 | 61.5 | 31.2 |