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MiniCPM-Embedding

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  base_model: openbmb/MiniCPM-2B-sft-bf16
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  ## MiniCPM-Embedding
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  - zh
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  - en
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  base_model: openbmb/MiniCPM-2B-sft-bf16
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+ model-index:
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+ - name: MiniCPM-Embedding
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+ results:
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/arguana
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+ name: MTEB ArguAna
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+ config: default
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+ split: test
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+ revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 64.65
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: BeIR/cqadupstack
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+ name: MTEB CQADupstackRetrieval
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+ config: default
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+ split: test
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+ revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 46.53
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/climate-fever
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+ name: MTEB ClimateFEVER
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+ config: default
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+ split: test
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+ revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 35.55
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/dbpedia
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+ name: MTEB DBPedia
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+ config: default
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+ split: test
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+ revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 47.82
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/fever
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+ name: MTEB FEVER
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+ config: default
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+ split: test
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+ revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 90.76
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/fiqa
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+ name: MTEB FiQA2018
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+ config: default
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+ split: test
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+ revision: 27a168819829fe9bcd655c2df245fb19452e8e06
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 56.64
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/hotpotqa
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+ name: MTEB HotpotQA
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+ config: default
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+ split: test
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+ revision: ab518f4d6fcca38d87c25209f94beba119d02014
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 78.11
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/msmarco
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+ name: MTEB MSMARCO
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+ config: default
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+ split: dev
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+ revision: c5a29a104738b98a9e76336939199e264163d4a0
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 43.93
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/nfcorpus
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+ name: MTEB NFCorpus
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+ config: default
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+ split: test
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+ revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 39.77
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/nq
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+ name: MTEB NQ
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+ config: default
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+ split: test
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+ revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 69.29
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/quora
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+ name: MTEB QuoraRetrieval
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+ config: default
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+ split: test
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+ revision: None
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 89.97
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/scidocs
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+ name: MTEB SCIDOCS
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+ config: default
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+ split: test
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+ revision: None
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 22.38
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/scifact
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+ name: MTEB SciFact
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+ config: default
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+ split: test
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+ revision: 0228b52cf27578f30900b9e5271d331663a030d7
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 86.60
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/trec-covid
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+ name: MTEB TRECCOVID
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+ config: default
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+ split: test
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+ revision: None
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 81.32
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: mteb/touche2020
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+ name: MTEB Touche2020
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+ config: default
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+ split: test
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+ revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 25.08
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: C-MTEB/CmedqaRetrieval
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+ name: MTEB CmedqaRetrieval
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+ config: default
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+ split: dev
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+ revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 46.05
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: C-MTEB/CovidRetrieval
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+ name: MTEB CovidRetrieval
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+ config: default
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+ split: dev
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+ revision: 1271c7809071a13532e05f25fb53511ffce77117
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 92.01
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: C-MTEB/DuRetrieval
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+ name: MTEB DuRetrieval
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+ config: default
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+ split: dev
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+ revision: a1a333e290fe30b10f3f56498e3a0d911a693ced
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 90.98
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: C-MTEB/EcomRetrieval
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+ name: MTEB EcomRetrieval
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+ config: default
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+ split: dev
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+ revision: 687de13dc7294d6fd9be10c6945f9e8fec8166b9
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 70.21
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: C-MTEB/MMarcoRetrieval
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+ name: MTEB MMarcoRetrieval
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+ config: default
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+ split: dev
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+ revision: 539bbde593d947e2a124ba72651aafc09eb33fc2
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 85.55
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: C-MTEB/MedicalRetrieval
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+ name: MTEB MedicalRetrieval
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+ config: default
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+ split: dev
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+ revision: 2039188fb5800a9803ba5048df7b76e6fb151fc6
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 63.91
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: C-MTEB/T2Retrieval
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+ name: MTEB T2Retrieval
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+ config: default
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+ split: dev
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+ revision: 8731a845f1bf500a4f111cf1070785c793d10e64
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 87.33
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+ - task:
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+ type: Retrieval
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+ dataset:
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+ type: C-MTEB/VideoRetrieval
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+ name: MTEB VideoRetrieval
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+ config: default
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+ split: dev
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+ revision: 58c2597a5943a2ba48f4668c3b90d796283c5639
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+ metrics:
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+ - type: ndcg_at_10
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+ value: 78.05
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  ---
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  ## MiniCPM-Embedding
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