Clustering on C4
63.95Clustering ScoreConcepts
Evaluation Results
| Method | Links | |
|---|---|---|
| ConceptsModel=Llama 3.1 8B, lambda=0.52026.03 | 63.95 | |
| ConceptsModel=Llama 3.1 8B, lambda=0.752026.03 | 63.76 | |
| ConceptsModel=Llama 3.1 8B, lambda=0.252026.03 | 63.45 | |
| BaselineModel=Llama 3.1 8B, lambda=Base2026.03 | 62.58 | |
| BaselineModel=Llama 3.1 8B, lambda=0.02026.03 | 62.15 | |
| ConceptsModel=Llama 3.1 8B, lambda=1.02026.03 | 61.15 | |
| ConceptsModel=Llama 3.2 3B, lambda=1.02026.03 | 57.55 | |
| ConceptsModel=Llama 3.2 3B, lambda=0.752026.03 | 57.33 | |
| ConceptsModel=Llama 3.2 1B, lambda=1.02026.03 | 56.48 | |
| ConceptsModel=Llama 3.2 3B, lambda=0.52026.03 | 55.64 | |
| ConceptsModel=Llama 3.2 3B, lambda=0.252026.03 | 53.67 | |
| ConceptsModel=Llama 3.2 1B, lambda=0.752026.03 | 52.69 | |
| BaselineModel=Llama 3.2 3B, lambda=Base2026.03 | 52.51 | |
| BaselineModel=Llama 3.2 3B, lambda=0.02026.03 | 51.04 | |
| ConceptsModel=Llama 3.2 1B, lambda=0.52026.03 | 50.03 | |
| ConceptsModel=Llama 3.2 1B, lambda=0.252026.03 | 47.63 | |
| BaselineModel=Llama 3.2 1B, lambda=Base2026.03 | 45.3 | |
| BaselineModel=Llama 3.2 1B, lambda=0.02026.03 | 45.02 | |
| NoiseModel=Llama 3.1 8B, lambda=0.252026.03 | 43.21 | |
| NoiseModel=Llama 3.1 8B, lambda=0.52026.03 | 35.39 | |
| NoiseModel=Llama 3.2 3B, lambda=0.252026.03 | 31.58 | |
| NoiseModel=Llama 3.1 8B, lambda=0.752026.03 | 26.52 | |
| NoiseModel=Llama 3.2 1B, lambda=0.252026.03 | 26.09 | |
| NoiseModel=Llama 3.2 3B, lambda=0.52026.03 | 25.89 | |
| NoiseModel=Llama 3.2 1B, lambda=0.52026.03 | 20.97 | |
| NoiseModel=Llama 3.2 3B, lambda=0.752026.03 | 19.62 | |
| NoiseModel=Llama 3.2 1B, lambda=0.752026.03 | 15.45 | |
| NoiseModel=Llama 3.1 8B, lambda=1.02026.03 | 0.95 | |
| NoiseModel=Llama 3.2 3B, lambda=1.02026.03 | 0.7 | |
| NoiseModel=Llama 3.2 1B, lambda=1.02026.03 | 0.46 |