Faithfulness Evaluation on Racing Thoughts benchmark leaderboard · SOTA2 Research

Faithfulness Evaluation on Racing Thoughts

0.72Faithfulness (SmolLM2 135M)DST

Evaluation Results

Method	Links
DST2025.10		0.72	0.68	0.75	0.69	0.71
Causal Tracing2025.10		0.6	0.57	0.58	0.59	0.59
Patchscopes2025.10		0.58	0.51	0.46	0.51	0.52
SAE2025.10		0.58	0.64	0.43	0.52	0.54
Logit Lens2025.10		0.56	0.43	0.5	0.48	0.49
Subseq. Tracing2025.10		0.55	0.55	0.59	0.55	0.56
ReAGent2025.10		0.38	0.46	0.29	0.33	0.37
Grad-SHAP2025.10		0.33	0.37	0.31	0.28	0.32
LIME2025.10		0.28	0.28	0.19	0.27	0.25
Attention2025.10		0.18	0.25	0.35	0.12	0.23