Spearman Correlation on SST-2 (Prediction-grounded JSD)
0.74Spearman CorrelationAD-DistCorr
Evaluation Results
| Method | Links | |
|---|---|---|
| AD-DistCorrArchitecture=SmolLM22026.05 | 0.74 | |
| AD-CKAArchitecture=SmolLM22026.05 | 0.66 | |
| SVCCAArchitecture=ALBERT2026.05 | 0.66 | |
| CKAArchitecture=ALBERT2026.05 | 0.66 | |
| Multi-Scale CKAArchitecture=ALBERT2026.05 | 0.66 | |
| RBF-CKAArchitecture=ALBERT2026.05 | 0.58 | |
| AD-CKAArchitecture=SmolLM22026.05 | 0.58 | |
| Multi-Scale DistCorrArchitecture=ALBERT2026.05 | 0.58 | |
| ProcDistArchitecture=SmolLM22026.05 | 0.57 | |
| DistCorrArchitecture=SmolLM22026.05 | 0.57 | |
| Multi-Scale DistCorrArchitecture=SmolLM22026.05 | 0.57 | |
| RankSimArchitecture=BERT2026.05 | 0.56 | |
| DistCorrArchitecture=ALBERT2026.05 | 0.56 | |
| SoftCorrArchitecture=SmolLM22026.05 | 0.55 | |
| Multi-Scale RBF-CKAArchitecture=ALBERT2026.05 | 0.55 | |
| AD-DistCorrArchitecture=SmolLM22026.05 | 0.55 | |
| JaccardArchitecture=BERT2026.05 | 0.54 | |
| HardCorrArchitecture=SmolLM22026.05 | 0.53 | |
| AD-RBF-CKAArchitecture=SmolLM22026.05 | 0.53 | |
| CKAArchitecture=SmolLM22026.05 | 0.52 | |
| DistCorrArchitecture=BERT2026.05 | 0.51 | |
| Multi-Scale CKAArchitecture=SmolLM22026.05 | 0.51 | |
| Multi-Scale DistCorrArchitecture=SmolLM22026.05 | 0.49 | |
| DistCorrArchitecture=SmolLM22026.05 | 0.49 | |
| SVCCAArchitecture=SmolLM22026.05 | 0.49 | |
| AlignCosArchitecture=BERT2026.05 | 0.49 | |
| ProcDistArchitecture=BERT2026.05 | 0.49 | |
| 2nd-CosArchitecture=BERT2026.05 | 0.49 | |
| CKAArchitecture=SmolLM22026.05 | 0.48 | |
| CKAArchitecture=BERT2026.05 | 0.48 | |
| SVCCAArchitecture=BERT2026.05 | 0.47 | |
| PermProcArchitecture=SmolLM22026.05 | 0.47 | |
| Multi-Scale RBF-CKAArchitecture=SmolLM22026.05 | 0.47 | |
| Multi-Scale CKAArchitecture=SmolLM22026.05 | 0.46 | |
| AngShapeArchitecture=SmolLM22026.05 | 0.46 | |
| OrthProcArchitecture=SmolLM22026.05 | 0.46 | |
| RSAArchitecture=BERT2026.05 | 0.44 | |
| AlignCosArchitecture=SmolLM22026.05 | 0.44 | |
| RBF-CKAArchitecture=SmolLM22026.05 | 0.44 | |
| AD-CKAArchitecture=BERT2026.05 | 0.43 | |
| RSAArchitecture=ALBERT2026.05 | 0.43 | |
| Multi-Scale DistCorrArchitecture=BERT2026.05 | 0.41 | |
| SVCCAArchitecture=SmolLM22026.05 | 0.4 | |
| AngShapeArchitecture=BERT2026.05 | 0.4 | |
| OrthProcArchitecture=BERT2026.05 | 0.4 | |
| AD-CKAArchitecture=BERT2026.05 | 0.4 | |
| RSAArchitecture=SmolLM22026.05 | 0.39 | |
| AlignCosArchitecture=SmolLM22026.05 | 0.39 | |
| Multi-Scale CKAArchitecture=BERT2026.05 | 0.39 | |
| UnifDiffArchitecture=BERT2026.05 | 0.38 | |
| AD-DistCorrArchitecture=BERT2026.05 | 0.38 | |
| SoftCorrArchitecture=SmolLM22026.05 | 0.37 | |
| RSMDiffArchitecture=SmolLM22026.05 | 0.36 | |
| AngShapeArchitecture=SmolLM22026.05 | 0.36 | |
| OrthProcArchitecture=SmolLM22026.05 | 0.36 | |
| ProcDistArchitecture=SmolLM22026.05 | 0.36 | |
| UnifDiffArchitecture=BERT2026.05 | 0.35 | |
| AngShapeArchitecture=ALBERT2026.05 | 0.34 | |
| OrthProcArchitecture=ALBERT2026.05 | 0.34 | |
| LinRegArchitecture=SmolLM22026.05 | 0.34 | |
| HardCorrArchitecture=SmolLM22026.05 | 0.33 | |
| RTDArchitecture=BERT2026.05 | 0.33 | |
| RTDArchitecture=SmolLM22026.05 | 0.32 | |
| JaccardArchitecture=SmolLM22026.05 | 0.31 | |
| IMDArchitecture=SmolLM22026.05 | 0.31 | |
| 2nd-CosArchitecture=BERT2026.05 | 0.3 | |
| SoftCorrArchitecture=ALBERT2026.05 | 0.29 | |
| HardCorrArchitecture=ALBERT2026.05 | 0.27 | |
| RTDArchitecture=SmolLM22026.05 | 0.27 | |
| UnifDiffArchitecture=ALBERT2026.05 | 0.27 | |
| RSAArchitecture=SmolLM22026.05 | 0.26 | |
| AD-DistCorrArchitecture=BERT2026.05 | 0.25 | |
| GULPArchitecture=SmolLM22026.05 | 0.25 | |
| AD-RBF-CKAArchitecture=BERT2026.05 | 0.24 | |
| 2nd-CosArchitecture=ALBERT2026.05 | 0.24 | |
| JaccardArchitecture=SmolLM22026.05 | 0.24 | |
| RSMDiffArchitecture=BERT2026.05 | 0.24 | |
| LinRegArchitecture=ALBERT2026.05 | 0.23 | |
| JaccardArchitecture=ALBERT2026.05 | 0.23 | |
| IMDArchitecture=SmolLM22026.05 | 0.23 | |
| RSMDiffArchitecture=BERT2026.05 | 0.2 | |
| AD-RBF-CKAArchitecture=ALBERT2026.05 | 0.19 | |
| AD-DistCorrArchitecture=ALBERT2026.05 | 0.18 | |
| RankSimArchitecture=SmolLM22026.05 | 0.18 | |
| 2nd-CosArchitecture=SmolLM22026.05 | 0.18 | |
| JaccardArchitecture=BERT2026.05 | 0.17 | |
| PermProcArchitecture=SmolLM22026.05 | 0.16 | |
| RankSimArchitecture=SmolLM22026.05 | 0.15 | |
| RankSimArchitecture=BERT2026.05 | 0.14 | |
| AD-CKAArchitecture=ALBERT2026.05 | 0.14 | |
| AlignCosArchitecture=ALBERT2026.05 | 0.13 | |
| RankSimArchitecture=ALBERT2026.05 | 0.12 | |
| ConcDiffArchitecture=BERT2026.05 | 0.12 | |
| MagDiffArchitecture=BERT2026.05 | 0.11 | |
| ProcDistArchitecture=BERT2026.05 | 0.1 | |
| 2nd-CosArchitecture=SmolLM22026.05 | 0.1 | |
| ConcDiffArchitecture=SmolLM22026.05 | 0.06 | |
| EOSArchitecture=SmolLM22026.05 | 0.06 | |
| RTDArchitecture=BERT2026.05 | 0.05 | |
| UnifDiffArchitecture=SmolLM22026.05 | 0.05 |