Prediction-grounded Correlation on SST-2
0.58Spearman CorrelationAD-CKA
Evaluation Results
| Method | Links | |
|---|---|---|
| AD-CKAArchitecture=SmolLM22026.05 | 0.58 | |
| ProcDistArchitecture=SmolLM22026.05 | 0.57 | |
| SoftCorrArchitecture=SmolLM22026.05 | 0.55 | |
| AD-DistCorrArchitecture=SmolLM22026.05 | 0.55 | |
| HardCorrArchitecture=SmolLM22026.05 | 0.53 | |
| DistCorrArchitecture=SmolLM22026.05 | 0.49 | |
| Multi-Scale DistCorrArchitecture=SmolLM22026.05 | 0.49 | |
| CKAArchitecture=SmolLM22026.05 | 0.48 | |
| PermProcArchitecture=SmolLM22026.05 | 0.47 | |
| AngShapeArchitecture=SmolLM22026.05 | 0.46 | |
| OrthProcArchitecture=SmolLM22026.05 | 0.46 | |
| Multi-Scale CKAArchitecture=SmolLM22026.05 | 0.46 | |
| AlignCosArchitecture=SmolLM22026.05 | 0.44 | |
| AD-CKAArchitecture=BERT2026.05 | 0.43 | |
| SVCCAArchitecture=SmolLM22026.05 | 0.4 | |
| RSAArchitecture=SmolLM22026.05 | 0.39 | |
| RSMDiffArchitecture=SmolLM22026.05 | 0.36 | |
| UnifDiffArchitecture=BERT2026.05 | 0.35 | |
| RTDArchitecture=SmolLM22026.05 | 0.32 | |
| JaccardArchitecture=SmolLM22026.05 | 0.31 | |
| IMDArchitecture=SmolLM22026.05 | 0.31 | |
| 2nd-CosArchitecture=BERT2026.05 | 0.3 | |
| AD-DistCorrArchitecture=BERT2026.05 | 0.25 | |
| RSMDiffArchitecture=BERT2026.05 | 0.2 | |
| RankSimArchitecture=SmolLM22026.05 | 0.18 | |
| JaccardArchitecture=BERT2026.05 | 0.17 | |
| RankSimArchitecture=BERT2026.05 | 0.14 | |
| ConcDiffArchitecture=BERT2026.05 | 0.12 | |
| ProcDistArchitecture=BERT2026.05 | 0.1 | |
| 2nd-CosArchitecture=SmolLM22026.05 | 0.1 | |
| ConcDiffArchitecture=SmolLM22026.05 | 0.06 | |
| RTDArchitecture=BERT2026.05 | 0.05 | |
| LinRegArchitecture=SmolLM22026.05 | 0.03 | |
| AlignCosArchitecture=BERT2026.05 | 0.02 | |
| IMDArchitecture=BERT2026.05 | -0.06 | |
| CKAArchitecture=BERT2026.05 | -0.06 | |
| Multi-Scale CKAArchitecture=BERT2026.05 | -0.06 | |
| SVCCAArchitecture=BERT2026.05 | -0.08 | |
| PermProcArchitecture=BERT2026.05 | -0.09 | |
| MagDiffArchitecture=SmolLM22026.05 | -0.1 | |
| DistCorrArchitecture=BERT2026.05 | -0.1 | |
| Multi-Scale DistCorrArchitecture=BERT2026.05 | -0.12 | |
| MagDiffArchitecture=BERT2026.05 | -0.13 | |
| UnifDiffArchitecture=SmolLM22026.05 | -0.13 | |
| AngShapeArchitecture=BERT2026.05 | -0.14 | |
| OrthProcArchitecture=BERT2026.05 | -0.14 | |
| RSAArchitecture=BERT2026.05 | -0.23 | |
| EOSArchitecture=SmolLM22026.05 | -0.27 | |
| PWCCAArchitecture=BERT2026.05 | -0.33 | |
| HardCorrArchitecture=BERT2026.05 | -0.33 | |
| SoftCorrArchitecture=BERT2026.05 | -0.33 | |
| GULPArchitecture=BERT2026.05 | -0.36 | |
| LinRegArchitecture=BERT2026.05 | -0.38 | |
| EOSArchitecture=BERT2026.05 | -0.38 |