SOTAVerified

GSM8K

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 361–370 of 439 papers

TitleStatusHype
TinyGSM: achieving >80% on GSM8k with small language models—0
Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models—0
Towards Multilingual LLM Evaluation for European Languages—0
Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning—0
Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition—0
Training Chain-of-Thought via Latent-Variable Inference—0
Training-Free Mitigation of Language Reasoning Degradation After Multimodal Instruction Tuning—0
Training Large Language Models to Reason via EM Policy Gradient—0
Transcending Scaling Laws with 0.1% Extra Compute—0
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1XolverAccuracy98.1—Unverified
2Orange-mini0-shot MRR98—Unverified