Clustering on MultiClaim (test)
62.6ARIClaim2Vec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Claim2VecEmbedding Model=Claim2Vec, Clustering Algorithm=Agglomerative2026.04 | 62.6 | 75.8 | 28.4 | |
| BGE-M3Embedding Model=BGE-M3, Clustering Algorithm=Agglomerative2026.04 | 61 | 72.6 | 22.9 | |
| Gte-multilingual-baseEmbedding Model=Gte-multilingual-base, Clustering Algorithm=Agglomerative2026.04 | 56.9 | 69.8 | 23.7 | |
| Paraphrase-multilingual-mpnet-base-v2Embedding Model=Paraphrase-multilingual-mpnet-base-v2, Clustering Algorithm=Agglomerative2026.04 | 54 | 67.3 | 24.6 | |
| Gte-Qwen2-7B-instructEmbedding Model=Gte-Qwen2-7B-instruct, Clustering Algorithm=Agglomerative2026.04 | 54 | 66.4 | 20.9 | |
| Gte-Qwen2-1.5B-instructEmbedding Model=Gte-Qwen2-1.5B-instruct, Clustering Algorithm=Agglomerative2026.04 | 53.2 | 65.6 | 22.2 | |
| Multilingual-e5-large-instructEmbedding Model=Multilingual-e5-large-instruct, Clustering Algorithm=Agglomerative2026.04 | 51.8 | 63.1 | 21.6 | |
| LaBSEEmbedding Model=LaBSE, Clustering Algorithm=Agglomerative2026.04 | 51.1 | 62.3 | 19.8 | |
| E5-mistral-7b-instructEmbedding Model=E5-mistral-7b-instruct, Clustering Algorithm=Agglomerative2026.04 | 50.8 | 62.3 | 21.1 | |
| KaLM-mini-instruct-v1.5Embedding Model=KaLM-mini-instruct-v1.5, Clustering Algorithm=Agglomerative2026.04 | 47.9 | 59.1 | 20.6 | |
| Bge-multilingual-gemma2Embedding Model=Bge-multilingual-gemma2, Clustering Algorithm=Agglomerative2026.04 | 47.9 | 60.4 | 20.6 | |
| Paraphrase-multilingual-MiniLM-L12-v2Embedding Model=Paraphrase-multilingual-MiniLM-L12-v2, Clustering Algorithm=Agglomerative2026.04 | 47.5 | 62.2 | 22.2 | |
| MiniCPM-EmbeddingEmbedding Model=MiniCPM-Embedding, Clustering Algorithm=Agglomerative2026.04 | 44.8 | 57.6 | 20.4 | |
| Distiluse-base-multilingual-cased-v1Embedding Model=Distiluse-base-multilingual-cased-v1, Clustering Algorithm=Agglomerative2026.04 | 41.3 | 56.6 | 19.1 | |
| All-roberta-large-v1Embedding Model=All-roberta-large-v1, Clustering Algorithm=Agglomerative2026.04 | 26.2 | 43.3 | 18.9 |