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Clustering on ClaimCheck

0.907ARIGte-Qwen2-1.5B-instruct
0.389080.523540.6580.79246Apr 10, 2026

Evaluation results

MethodLinks
Gte-Qwen2-1.5B-instructEmbedding Model=Gte-Qwen2-1.5B-instruct, Clustering Algorithm=Agglomerative2026.040.9070.9460.274
Claim2VecEmbedding Model=Claim2Vec, Clustering Algorithm=Agglomerative2026.040.9060.9550.354
Gte-multilingual-baseEmbedding Model=Gte-multilingual-base, Clustering Algorithm=Agglomerative2026.040.8820.9290.285
Gte-Qwen2-7B-instructEmbedding Model=Gte-Qwen2-7B-instruct, Clustering Algorithm=Agglomerative2026.040.8560.9190.243
BGE-M3Embedding Model=BGE-M3, Clustering Algorithm=Agglomerative2026.040.8450.9290.264
Paraphrase-multilingual-mpnet-base-v2Embedding Model=Paraphrase-multilingual-mpnet-base-v2, Clustering Algorithm=Agglomerative2026.040.8370.9160.332
E5-mistral-7b-instructEmbedding Model=E5-mistral-7b-instruct, Clustering Algorithm=Agglomerative2026.040.8190.9040.233
Paraphrase-multilingual-MiniLM-L12-v2Embedding Model=Paraphrase-multilingual-MiniLM-L12-v2, Clustering Algorithm=Agglomerative2026.040.8140.8960.29
Distiluse-base-multilingual-cased-v1Embedding Model=Distiluse-base-multilingual-cased-v1, Clustering Algorithm=Agglomerative2026.040.7650.8740.237
LaBSEEmbedding Model=LaBSE, Clustering Algorithm=Agglomerative2026.040.7510.8710.231
Multilingual-e5-large-instructEmbedding Model=Multilingual-e5-large-instruct, Clustering Algorithm=Agglomerative2026.040.720.8710.224
MiniCPM-EmbeddingEmbedding Model=MiniCPM-Embedding, Clustering Algorithm=Agglomerative2026.040.6360.8140.228
Bge-multilingual-gemma2Embedding Model=Bge-multilingual-gemma2, Clustering Algorithm=Agglomerative2026.040.6080.7990.223
KaLM-mini-instruct-v1.5Embedding Model=KaLM-mini-instruct-v1.5, Clustering Algorithm=Agglomerative2026.040.5960.7860.219
All-roberta-large-v1Embedding Model=All-roberta-large-v1, Clustering Algorithm=Agglomerative2026.040.4090.6330.227