Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
Open paper
Benchmark
Model
Rank
Results
arithmetic-reasoning-on-gsm8k
Qwen-2.5-32B-Instruct (Structure-Aware Training)
#65
Accuracy: 91.0
Rank counts only results with a code link.