Concept vector stability on STSA
0.98Mean Absolute-Cosine SimilarityGCS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCSModel=Llama-3.1-70B-Instruct2026.01 | 0.98 | 0.99 | |
| GCSModel=Llama-3.1-8B-Instruct2026.01 | 0.97 | 1 | |
| GCSModel=Qwen2.5-7B-Instruct2026.01 | 0.93 | 1 | |
| RAPTORModel=Qwen2.5-7B-Instruct2026.01 | 0.92 | 1 | |
| RAPTORModel=Llama-3.1-70B-Instruct2026.01 | 0.88 | 0.99 | |
| RAPTORModel=Llama-3.1-8B-Instruct2026.01 | 0.87 | 1 | |
| xRFMModel=Llama-3.1-70B-Instruct2026.01 | 0.83 | 0.86 | |
| xRFMModel=Llama-3.1-8B-Instruct2026.01 | 0.8 | 0.82 | |
| xRFMModel=Qwen2.5-7B-Instruct2026.01 | 0.78 | 0.83 |