List your company
ResearchFormerly WizWand

Mathematics on HMMT

77.4AccuracyEVOLIB
3.840822.937942.03561.1321Apr 1, 2026Apr 8, 2026Apr 15, 2026Apr 22, 2026Apr 29, 2026May 6, 2026May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EVOLIB2026.0577.4
Best-of-NType=test-time scaling (TTS)2026.0574.2
RSAType=test-time scaling (TTS)2026.0567.2
DCType=test-time learning (TTL)2026.0566.7
ExpRAGType=test-time learning (TTL)2026.0560.2
BaseType=base sampling2026.0557
Agent Q-MixBase Model=GPT-OSS:120B2026.0453.33
Agent Q-MixBase Model=Gemini-3.1-Flash-Lite2026.0450
MaASBase Model=Gemini-3.1-Flash-Lite, Framework Category=Adaptive topology methods2026.0446.67
TopoDIMBase Model=Gemini-3.1-Flash-Lite, Framework Category=Adaptive topology methods2026.0446.67
GTDBase Model=GPT-OSS:120B, Framework Category=Adaptive topology methods2026.0443.33
AutoGenBase Model=GPT-OSS:120B, Framework Category=Commercial Framework (multi-agent mode)2026.0443.33
G-DesignerBase Model=Gemini-3.1-Flash-Lite, Framework Category=Adaptive topology methods2026.0443.33
GTDBase Model=Gemini-3.1-Flash-Lite, Framework Category=Adaptive topology methods2026.0443.33
TopoDIMBase Model=GPT-OSS:120B, Framework Category=Adaptive topology methods2026.0440
Agent FrameworkBase Model=Gemini-3.1-Flash-Lite, Framework Category=Commercial Framework (multi-agent mode)2026.0440
GPTSwarmBase Model=GPT-OSS:120B, Framework Category=Adaptive topology methods2026.0436.67
G-DesignerBase Model=GPT-OSS:120B, Framework Category=Adaptive topology methods2026.0436.67
AgentDropoutBase Model=Gemini-3.1-Flash-Lite, Framework Category=Adaptive topology methods2026.0436.67
GPTSwarmBase Model=Gemini-3.1-Flash-Lite, Framework Category=Adaptive topology methods2026.0436.47
LLM-DebateBase Model=GPT-OSS:120B, Framework Category=Static multi-agent2026.0433.33
AgentDropoutBase Model=GPT-OSS:120B, Framework Category=Adaptive topology methods2026.0433.33
MaASBase Model=GPT-OSS:120B, Framework Category=Adaptive topology methods2026.0433.33
Base (direct)Base Model=Gemini-3.1-Flash-Lite, Framework Category=Single-agent baseline2026.0433.33
LLM-DebateBase Model=Gemini-3.1-Flash-Lite, Framework Category=Static multi-agent2026.0433.33
AutoGenBase Model=Gemini-3.1-Flash-Lite, Framework Category=Commercial Framework (multi-agent mode)2026.0433.33
LangGraphBase Model=GPT-OSS:120B, Framework Category=Commercial Framework (multi-agent mode)2026.0430
Agent FrameworkBase Model=GPT-OSS:120B, Framework Category=Commercial Framework (multi-agent mode)2026.0430
Base (direct)Base Model=GPT-OSS:120B, Framework Category=Single-agent baseline2026.0426.67
LobsterBase Model=Gemini-3.1-Flash-Lite, Framework Category=Commercial Framework (multi-agent mode)2026.0426.33
LangGraphBase Model=Gemini-3.1-Flash-Lite, Framework Category=Commercial Framework (multi-agent mode)2026.0426.33
LobsterBase Model=GPT-OSS:120B, Framework Category=Commercial Framework (multi-agent mode)2026.046.67