Information Retrieval on LongEmbed
71.7NDCG@10granite-embedding-311m-multilingual-r2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| granite-embedding-311m-multilingual-r2Params (M)=311, Embed. Size=768, MSL=32K2026.05 | 71.7 | — | |
| harrier-oss-v1-270mParams (M)=270, Embed. Size=640, MSL=32K2026.05 | 65 | — | |
| jina-embeddings-v5-text-nanoParams (M)=239, Embed. Size=768, MSL=32K2026.05 | 63.6 | — | |
| granite-embedding-97m-multilingual-r2Params (M)=97, Embed. Size=384, MSL=32K2026.05 | 62.9 | — | |
| Latent AttnFinetuning Pool=Latent Attn, Evaluation Pool=Latent Attn2026.01 | 62.8 | — | |
| MeanFinetuning Pool=Mean, Evaluation Pool=Mean2026.01 | 62.7 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=Sentence, Evaluation Pool=LMK, Evaluation Granularity=Sentence2026.01 | 62.6 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=322026.01 | 62.4 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=642026.01 | 62.3 | — | |
| gte-multilingual-baseParams (M)=305, Embed. Size=768, MSL=32K2026.05 | 62.1 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=32, Evaluation Pool=LMK, Evaluation Granularity=322026.01 | 60.2 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=64, Evaluation Pool=LMK, Evaluation Granularity=642026.01 | 60 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=1282026.01 | 59 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=256, Evaluation Pool=LMK, Evaluation Granularity=2562026.01 | 58.2 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=2562026.01 | 55.5 | — | |
| snowflake-arctic-embed-m-v2.0Params (M)=305, Embed. Size=768, MSL=32K2026.05 | 55.4 | — | |
| embeddinggemma-300mParams (M)=300, Embed. Size=768, MSL=32K2026.05 | 55.4 | — | |
| LMKFinetuning Pool=LMK, Finetuning Granularity=128, Evaluation Pool=LMK, Evaluation Granularity=1282026.01 | 54.1 | — | |
| Mean@kFinetuning Pool=Mean@k, Finetuning Granularity=64, Evaluation Pool=Mean@k, Evaluation Granularity=642026.01 | 44.8 | — | |
| MultiCLSFinetuning Pool=CLS, Evaluation Pool=MultiCLS, Evaluation Granularity=1282026.01 | 43.9 | — | |
| CLSFinetuning Pool=CLS, Evaluation Pool=CLS2026.01 | 43.3 | — | |
| multilingual-e5-baseParams (M)=278, Embed. Size=768, MSL=32K2026.05 | 40.5 | — | |
| multilingual-e5-smallParams (M)=96, Embed. Size=384, MSL=32K2026.05 | 38.8 | — | |
| granite-embedding-278m-multilingualParams (M)=278, Embed. Size=768, MSL=32K2026.05 | 37.7 | — | |
| granite-embedding-107m-multilingualParams (M)=107, Embed. Size=384, MSL=32K2026.05 | 34.3 | — | |
| f2llm-v2-80mParams (M)=80, Embed. Size=320, MSL=32K2026.05 | 31.7 | — |