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ResearchFormerly WizWand

Mathematical Reasoning on CHAMP

68.2AccuracyMDToC
26.91237.63148.3559.069Dec 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MDToCbackbone=GPT-4o2025.1268.2
1/3 slnbackbone=GPT-4o2025.1263.5
ToTbackbone=GPT-4o2025.1261.3
GoTbackbone=GPT-4o2025.1260.9
CoT + CHbackbone=GPT-4o2025.1260
MDToCbackbone=GPT-4-Turbo2025.1258.1
5-shotbackbone=GPT-4o2025.1256.5
0-shotbackbone=GPT-4o2025.1255.3
CoTbackbone=GPT-4o2025.1255.2
1/3 slnbackbone=GPT-4-Turbo2025.1253.7
GoTbackbone=GPT-4-Turbo2025.1253.1
CoT + CHbackbone=GPT-4-Turbo2025.1253
ToTbackbone=GPT-4-Turbo2025.1252.7
MDToCbackbone=GPT-4o-mini2025.1248.3
1/3 slnbackbone=GPT-4o-mini2025.1243.4
5-shotbackbone=GPT-4-Turbo2025.1243.1
CoT + CHbackbone=GPT-4o-mini2025.1242.3
0-shotbackbone=GPT-4-Turbo2025.1241.9
GoTbackbone=GPT-4o-mini2025.1239.6
MDToCbackbone=GPT-3.5-Turbo2025.1239.5
5-shotbackbone=GPT-4o-mini2025.1238.7
CoTbackbone=GPT-4-Turbo2025.1237.8
ToTbackbone=GPT-4o-mini2025.1237.8
CoTbackbone=GPT-4o-mini2025.1236.5
0-shotbackbone=GPT-4o-mini2025.1236.2
5-shotbackbone=GPT-3.5-Turbo2025.1234.8
CoT + CHbackbone=GPT-3.5-Turbo2025.1234.4
1/3 slnbackbone=GPT-3.5-Turbo2025.1233.7
ToTbackbone=GPT-3.5-Turbo2025.1231.7
GoTbackbone=GPT-3.5-Turbo2025.1230.5
CoTbackbone=GPT-3.5-Turbo2025.1229.6
0-shotbackbone=GPT-3.5-Turbo2025.1228.5