Clustering on ClaimMatch
0.762ARIClaim2Vec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Claim2VecEmbedding Model=Claim2Vec, Clustering Algorithm=Agglomerative2026.04 | 0.762 | 0.886 | 0.287 | |
| Paraphrase-multilingual-mpnet-base-v2Embedding Model=Paraphrase-multilingual-mpnet-base-v2, Clustering Algorithm=Agglomerative2026.04 | 0.701 | 0.833 | 0.261 | |
| Paraphrase-multilingual-MiniLM-L12-v2Embedding Model=Paraphrase-multilingual-MiniLM-L12-v2, Clustering Algorithm=Agglomerative2026.04 | 0.66 | 0.797 | 0.229 | |
| BGE-M3Embedding Model=BGE-M3, Clustering Algorithm=Agglomerative2026.04 | 0.644 | 0.82 | 0.204 | |
| Gte-multilingual-baseEmbedding Model=Gte-multilingual-base, Clustering Algorithm=Agglomerative2026.04 | 0.613 | 0.797 | 0.211 | |
| Gte-Qwen2-1.5B-instructEmbedding Model=Gte-Qwen2-1.5B-instruct, Clustering Algorithm=Agglomerative2026.04 | 0.553 | 0.762 | 0.204 | |
| Distiluse-base-multilingual-cased-v1Embedding Model=Distiluse-base-multilingual-cased-v1, Clustering Algorithm=Agglomerative2026.04 | 0.509 | 0.693 | 0.187 | |
| Gte-Qwen2-7B-instructEmbedding Model=Gte-Qwen2-7B-instruct, Clustering Algorithm=Agglomerative2026.04 | 0.506 | 0.73 | 0.183 | |
| LaBSEEmbedding Model=LaBSE, Clustering Algorithm=Agglomerative2026.04 | 0.456 | 0.666 | 0.185 | |
| E5-mistral-7b-instructEmbedding Model=E5-mistral-7b-instruct, Clustering Algorithm=Agglomerative2026.04 | 0.455 | 0.692 | 0.202 | |
| Multilingual-e5-large-instructEmbedding Model=Multilingual-e5-large-instruct, Clustering Algorithm=Agglomerative2026.04 | 0.44 | 0.677 | 0.195 | |
| Bge-multilingual-gemma2Embedding Model=Bge-multilingual-gemma2, Clustering Algorithm=Agglomerative2026.04 | 0.418 | 0.66 | 0.202 | |
| MiniCPM-EmbeddingEmbedding Model=MiniCPM-Embedding, Clustering Algorithm=Agglomerative2026.04 | 0.406 | 0.627 | 0.194 | |
| KaLM-mini-instruct-v1.5Embedding Model=KaLM-mini-instruct-v1.5, Clustering Algorithm=Agglomerative2026.04 | 0.391 | 0.615 | 0.193 | |
| All-roberta-large-v1Embedding Model=All-roberta-large-v1, Clustering Algorithm=Agglomerative2026.04 | 0.337 | 0.528 | 0.22 |