Workflow Reconstruction on TEACHMASTER (test)
0.124SFESFT
Evaluation results
| Method | Links | |
|---|---|---|
| SFTProtocol=Direct input-output cloning2026.02 | 0.124 | |
| Claude Opus 4.5Protocol=Multi-turn self-refinement2026.02 | 0.303 | |
| ReAct (Claude Opus 4.5)Protocol=ReAct-style tool use2026.02 | 0.322 | |
| AFlowProtocol=MCTS-based workflow search, Red-Black Pruning=Disabled2026.02 | 0.348 | |
| AgentXRay w/o ToolsAblation=Without Tools2026.02 | 0.357 | |
| AgentXRay w/o PruningAblation=Without Pruning2026.02 | 0.378 | |
| AgentXRay (All Tools)Config=Full primitive space2026.02 | 0.39 | |
| AgentXRay (Selected)Config=Selected primitive set2026.02 | 0.399 |