SOTAVerified

GSM8K

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 439 papers

TitleStatusHype
AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System NeedCode0
Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
Re-Initialization Token Learning for Tool-Augmented Large Language ModelsCode0
Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad TeamCode1
Excessive Reasoning Attack on Reasoning LLMs—0
LearnAlign: Reasoning Data Selection for Reinforcement Learning in Large Language Models Based on Improved Gradient Alignment—0
Learning a Continue-Thinking Token for Enhanced Test-Time ScalingCode0
Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty—0
PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models—0
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Benchmark Results

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