community

active

leiden_hybrid_concepts

label: sonnet

community:leiden_hybrid_concepts-run2-c43

Benchmark classification accuracy results

Three benchmarks (B8, B9, B10) with mean accuracy and standard deviation metrics.

3 members. Each node is clickable.

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Drawn from 1 source

The papers/notes whose extracted claims & findings make up this cluster.

The Guanyin Protocol: A Framework for Immediately Establishing an Understanding of Both Causality and Compassion in LLM Systems Using Semantic Anchoring6 members

Bridges (2)

Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.

Chain-of-Thought reasoning robustness & safety3 shared
Multimodal chain-of-thought reasoning benchmarks3 shared

Findings (3)

B10 final accuracy 94.8 ± 1.2%Accuracy at k=16 shots for B10.
B8 final accuracy 92.4 ± 1.8%Accuracy at k=16 shots for B8.
B9 final accuracy 89.7 ± 2.1%Accuracy at k=16 shots for B9.