Agentic tool-use on Agentic Macro-aggregate
70.3Pass@1Uno-Orchestra
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Uno-Orchestratok=411, USD/q=0.10112026.05 | 70.3 | 75.8 | |
| Uno-tree-GRPOtok=419, USD/q=0.17122026.05 | 68.9 | 74.6 | |
| AgentOrchestratok=1724, USD/q=1.21182026.05 | 68.6 | 74.6 | |
| Uno-GRPOtok=391, USD/q=0.16102026.05 | 66.6 | 72.5 | |
| AOrchestratok=1600, USD/q=0.99322026.05 | 57.9 | 66.3 | |
| GraphRoutertok=585, USD/q=0.30842026.05 | 41.7 | 49 | |
| PromptLLMtok=747, USD/q=0.90712026.05 | 40.9 | 48.2 | |
| WideSeek-R1tok=860, USD/q=0.64852026.05 | 35.8 | 43.2 | |
| SkillOrchestratok=533, USD/q=0.18702026.05 | 35.5 | 42 | |
| xRoutertok=584, USD/q=0.24902026.05 | 35.4 | 42.1 | |
| ATLAS (RL)tok=736, USD/q=0.50322026.05 | 32 | 38.8 | |
| MasRoutertok=610, USD/q=0.31212026.05 | 31.7 | 37.7 | |
| ToolLLMtok=667, USD/q=0.13552026.05 | 30.1 | 34.2 | |
| Puppeteertok=694, USD/q=0.46262026.05 | 29.6 | 36.4 | |
| ATLAS (cluster)tok=662, USD/q=0.40862026.05 | 29.4 | 35.9 | |
| ICL-Routertok=525, USD/q=0.21002026.05 | 27.3 | 32.9 | |
| R2-Reasonertok=601, USD/q=0.35642026.05 | 26.8 | 33.1 | |
| Tool Orchestratok=1896, USD/q=0.81002026.05 | 24.6 | 29.2 | |
| RouterDCtok=529, USD/q=0.21462026.05 | 24.5 | 29.8 | |
| ColdStart-LLMtok=540, USD/q=0.22882026.05 | 23.8 | 30.5 | |
| AutoMixtok=1250, USD/q=0.29552026.05 | 22.5 | 28.3 | |
| Router-R1tok=380, USD/q=0.00052026.05 | 13.9 | 19.7 |