MAS Test-Time Scaling on BrowseComp+
24.5AccuracyOracle (UB)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oracle (UB)Verification Level=Trajectory, N=82026.06 | 24.5 | — | |
| Orch-RMVerification Level=Orchestration, N=82026.06 | 14 | 8.26 | |
| GPT-5-miniVerification Level=Trajectory, N=82026.06 | 12.5 | 142.8 | |
| Skywork-V2-Llama-3.2-3BVerification Level=Orchestration, N=82026.06 | 12 | 8.26 | |
| Skywork-LLaMA-3.1-8BVerification Level=Orchestration, N=82026.06 | 11.5 | 8.26 | |
| GPT-5.4-miniVerification Level=Orchestration, N=82026.06 | 11 | 8.72 | |
| GPT-5-miniVerification Level=Orchestration, N=82026.06 | 10.5 | 8.66 | |
| log PVerification Level=Orchestration, N=82026.06 | 10.5 | — | |
| GPT-5.2Verification Level=Orchestration, N=82026.06 | 10 | 8.75 | |
| MAS-Orchestra (LB)Verification Level=-, N=82026.06 | 9.5 | — | |
| Maj. VoteVerification Level=Trajectory, N=82026.06 | 9.5 | — | |
| GPT-4.1-miniVerification Level=Orchestration, N=82026.06 | 9 | 8.63 | |
| Skywork-V2-Qwen3-8BVerification Level=Orchestration, N=82026.06 | 9 | 8.26 | |
| Skywork-V2-Qwen3-4BVerification Level=Orchestration, N=82026.06 | 8 | 8.26 |