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SOTA Math problem solving benchmarks and papers with code | Wizwand
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Math problem solving
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
OlympiadBench
LESS
Accuracy
68.32
50
1mo ago
AMC23
TaH+
Accuracy
70.6
44
2mo ago
AIME 2024
thinKV
Mean Peak GPU Memory (MB)
15,521
41
29d ago
AIME 24
BERT-Judge
Accuracy
90
37
1mo ago
200 IMO-level math problems IMO-AnswerBench, IMO-ProofBench, ArXivMath (test)
Meta-Harness
Pass@1 Accuracy
50.6
36
3mo ago
GSM8K
Bifrost
Solve Rate
90.22
27
4mo ago
MWPBENCH (out-of-domain)
WizardMath-Mistral-RL
College Math Acc
24.8
26
4mo ago
Math Macro-aggregate
Uno-Orchestra
Pass@1
79.2
22
2mo ago
MMATH (test)
Qwen2.5-7B-Instruct + Vanilla GRPO
Accuracy (Ar)
27.1
20
2mo ago
Math Domain (AIME24, Math-OAI, Minerva, Olympiad, ACM23) Qwen2.5-7B (10% selection)
InstructDiff
AIME24 Score
7.71
18
4mo ago
GSM8K
TaH+
Accuracy
91.5
17
2mo ago
MATH
Primitives-based MAS
Accuracy
76.4
14
4mo ago
Math Benchmarks LIMO curation (test)
LALP
Accuracy
72.6
10
3mo ago
AIME 2025 (test)
SelfBudgeter
Accuracy
30
9
3mo ago
GSM8K (test)
Eurus-2-7B-PRIME
Accuracy
90.98
9
3mo ago
LiveMathBench
FoT (Round 2)
AIME 24 Score
100
4
3mo ago
GSM8k, SAT-Math, & MATH OpenCompass AGIEval sampled (test)
CRITIQ
GSM8k Accuracy
32.22
4
4mo ago
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