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Adding results italian datasets PR#234

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isaac-chung merged 2 commits into
embeddings-benchmark:mainfrom
MattiaSangermano:main
Jul 7, 2025
Merged

Adding results italian datasets PR#234
isaac-chung merged 2 commits into
embeddings-benchmark:mainfrom
MattiaSangermano:main

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@MattiaSangermano

@MattiaSangermano MattiaSangermano commented Jul 6, 2025 •
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Here I included the results coming from the mteb PR 2859. added results for models intfloat__multilingual-e5-small and sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2 on DadoEvalCoarseClassification, DisCoTexPairClassification, EmitClassification, SardiStanceClassification and XGlueWPRReranking

Checklist

  • My model has a model sheet, report or similar
  • My model has a reference implementation in mteb/models/ this can be as an API. Instruction on how to add a model can be found here
    • No, but there is an existing PR ___
  • The results submitted is obtained using the reference implementation
  • My model is available, either as a publicly accessible API or publicly on e.g., Huggingface
  • I solemnly swear that for all results submitted I have not on the evaluation dataset including training splits. If I have I have disclosed it clearly.

@MattiaSangermano
added results for models intfloat__multilingual-e5-small and sentence…
df3227e 
…-transformers__paraphrase-multilingual-MiniLM-L12-v2 on DadoEvalCoarseClassification, DisCoTexPairClassification, EmitClassification, SardiStanceClassification and XGlueWPRReranking
@MattiaSangermano MattiaSangermano mentioned this pull request Jul 6, 2025
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@MattiaSangermano
added results for models intfloat__multilingual-e5-small and sentence…
b61fe9a 
…-transformers__paraphrase-multilingual-MiniLM-L12-v2 on MKQARetrieval task
isaac-chung
isaac-chung approved these changes Jul 6, 2025
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Thanks!
@Samoed any idea if this error already has a fix planned/in place?

@Samoed

Samoed commented Jul 7, 2025 •
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The error occurs because I'm using MTEB from the main branch, but this PR was created before the tasks were merged. I don't have any ideas on how to fix it (without manually triggering the CI with a different branch), except to rerun it manually after the tasks are merged.

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Model Results Comparison

Reference models: intfloat/multilingual-e5-large, google/gemini-embedding-001
New models evaluated: intfloat/multilingual-e5-small, sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
Tasks: DadoEvalCoarseClassification, DisCoTexPairClassification, EmitClassification, MKQARetrieval, SardiStanceClassification, XGlueWPRReranking

Results for intfloat/multilingual-e5-small

task_name intfloat/multilingual-e5-small Max result
DadoEvalCoarseClassification 0.51 0.51
DisCoTexPairClassification 0.69 0.69
EmitClassification 0.04 0.04
MKQARetrieval 0.06 0.06
SardiStanceClassification 0.42 0.42
XGlueWPRReranking 0.70 0.7
Average 0.40 0.4

Results for sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2

task_name sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 Max result
DadoEvalCoarseClassification 0.38 0.51
DisCoTexPairClassification 0.67 0.69
EmitClassification 0.03 0.04
MKQARetrieval 0.05 0.06
SardiStanceClassification 0.4 0.42
XGlueWPRReranking 0.68 0.70
Average 0.37 0.40

@isaac-chung

isaac-chung commented Jul 7, 2025

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The error occurs because I'm using MTEB from the main branch, but this PR was created before the tasks were merged. I don't have any ideas on how to fix it (without manually triggering the CI with a different branch), except to rerun it manually after the tasks are merged.

I see, thanks. We might want to look into that separately. Let's create an issue for that.

@isaac-chung isaac-chung merged commit 0353d7b into embeddings-benchmark:main Jul 7, 2025
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3 participants

@MattiaSangermano @Samoed @isaac-chung