Mechanism Analysis on Model Internal Representations
0.0067Edge Delta SpecificationUGID
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UGIDModel Family=GEMMA-2-2B2026.03 | 0.0067 | 0.67 | |
| UGIDModel Family=QWEN2.5-14B2026.03 | 0.0075 | 0.83 | |
| UGIDModel Family=QWEN2.5-3B2026.03 | 0.0092 | 0.31 | |
| CDAModel Family=GEMMA-2-2B2026.03 | 0.0499 | 52.67 | |
| UGIDModel Family=QWEN2.5-7B2026.03 | 0.0926 | 12.6 | |
| ORIGINALModel Family=GEMMA-2-2B2026.03 | 0.1502 | 73 | |
| KLAADModel Family=GEMMA-2-2B2026.03 | 0.1572 | 54.13 | |
| CDAModel Family=QWEN2.5-3B2026.03 | 0.2133 | 38.29 | |
| KLAADModel Family=QWEN2.5-3B2026.03 | 0.2138 | 39.21 | |
| ORIGINALModel Family=QWEN2.5-3B2026.03 | 0.2201 | 42.04 | |
| CDAModel Family=QWEN2.5-14B2026.03 | 0.2475 | 56.67 | |
| KLAADModel Family=QWEN2.5-7B2026.03 | 0.2951 | 38 | |
| KLAADModel Family=QWEN2.5-14B2026.03 | 0.3197 | 65.67 | |
| CDAModel Family=QWEN2.5-7B2026.03 | 0.3212 | 38.92 | |
| ORIGINALModel Family=QWEN2.5-14B2026.03 | 0.3624 | 67.96 | |
| ORIGINALModel Family=QWEN2.5-7B2026.03 | 0.4646 | 42.29 |