SOTAVerified

GSM8K

Papers

Showing 1–10 of 439 papers

TitleStatusHype
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems—0
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt CompressionCode0
KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?—0
CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs—0
Activation Steering for Chain-of-Thought CompressionCode0
any4: Learned 4-bit Numeric Representation for LLMsCode2
IRanker: Towards Ranking Foundation ModelCode1
Scaling Speculative Decoding with Lookahead ReasoningCode0
Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models—0
CommVQ: Commutative Vector Quantization for KV Cache CompressionCode1
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Benchmark Results

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