MAS Test-Time Scaling on AIME 24&25
76.67AccuracyOracle (UB)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oracle (UB)Verification Level=Trajectory, N=82026.06 | 76.67 | — | |
| GPT-5-miniVerification Level=Trajectory, N=82026.06 | 70 | 12.62 | |
| Orch-RMVerification Level=Orchestration, N=82026.06 | 68.33 | 2.38 | |
| GPT-5.4-miniVerification Level=Orchestration, N=82026.06 | 66.67 | 2.53 | |
| GPT-5-miniVerification Level=Orchestration, N=82026.06 | 65 | 2.53 | |
| GPT-5.2Verification Level=Orchestration, N=82026.06 | 65 | 2.4 | |
| MAS-Orchestra (LB)Verification Level=-, N=82026.06 | 63.33 | — | |
| Maj. VoteVerification Level=Trajectory, N=82026.06 | 63.33 | — | |
| Skywork-LLaMA-3.1-8BVerification Level=Orchestration, N=82026.06 | 61.67 | 2.38 | |
| Skywork-V2-Qwen3-4BVerification Level=Orchestration, N=82026.06 | 61.67 | 2.38 | |
| Skywork-V2-Qwen3-8BVerification Level=Orchestration, N=82026.06 | 60 | 2.38 | |
| GPT-4.1-miniVerification Level=Orchestration, N=82026.06 | 58.33 | 2.52 | |
| Skywork-V2-Llama-3.2-3BVerification Level=Orchestration, N=82026.06 | 58.33 | 2.38 | |
| log PVerification Level=Orchestration, N=82026.06 | 55 | — |