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[mieb] Fix Flickr30k I2T and T2I #1505

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Nov 27, 2024
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[mieb] Fix Flickr30k I2T and T2I #1505

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b513d74
remake flickr30k it2 and t2i
isaac-chung Nov 26, 2024
b4f0c32
add openai clip vit-b32 b16 and jina-clip results
isaac-chung Nov 26, 2024
be30f42
make lint
isaac-chung Nov 26, 2024
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4 changes: 2 additions & 2 deletions mteb/tasks/Image/Any2AnyRetrieval/eng/Flickr30kI2TRetrieval.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,8 @@ class Flickr30kI2TRetrieval(AbsTaskAny2AnyRetrieval):
description="Retrieve captions based on images.",
reference="https://www.semanticscholar.org/paper/From-image-descriptions-to-visual-denotations%3A-New-Young-Lai/44040913380206991b1991daf1192942e038fe31",
dataset={
"path": "JamieSJS/flickr30k",
"revision": "24acb2d0b72e18b03388eb20a6225983c0e3f629",
"path": "isaacchung/flickr30ki2t",
"revision": "6984df6bd4380034e7766d9a992d8907df363efb",
},
type="Any2AnyRetrieval",
category="i2t",
Expand Down
18 changes: 2 additions & 16 deletions mteb/tasks/Image/Any2AnyRetrieval/eng/Flickr30kT2IRetrieval.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,8 @@ class Flickr30kT2IRetrieval(AbsTaskAny2AnyRetrieval):
description="Retrieve images based on captions.",
reference="https://www.semanticscholar.org/paper/From-image-descriptions-to-visual-denotations%3A-New-Young-Lai/44040913380206991b1991daf1192942e038fe31",
dataset={
"path": "JamieSJS/flickr30k",
"revision": "24acb2d0b72e18b03388eb20a6225983c0e3f629",
"path": "isaacchung/flickr30kt2i",
"revision": "e819702b287bfbe084e129a61f308a802b7c108e",
},
type="Any2AnyRetrieval",
category="t2i",
Expand Down Expand Up @@ -39,17 +39,3 @@ class Flickr30kT2IRetrieval(AbsTaskAny2AnyRetrieval):
"n_samples": {"default": 31014}, # qrels
},
)

def load_data(self, **kwargs):
super().load_data(**kwargs)
# swap corpus and query
for split in kwargs.get("eval_splits", self.metadata_dict["eval_splits"]):
self.queries[split], self.corpus[split] = (
self.corpus[split],
self.queries[split],
)
self.relevant_docs[split] = {
cid: {qid: score}
for qid, cid_score in self.relevant_docs[split].items()
for cid, score in cid_score.items()
}
186 changes: 186 additions & 0 deletions .../jinaai__jina-clip-v1/06150c7c382d7a4faedc7d5a0d8cdb59308968f4/Flickr30kI2TRetrieval.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,186 @@
{
"dataset_revision": "6984df6bd4380034e7766d9a992d8907df363efb",
"evaluation_time": 12.655046463012695,
"kg_co2_emissions": null,
"mteb_version": "1.16.5",
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"cv_recall_at_3": 0.922,
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"hf_subset": "default",
"languages": [
"eng-Latn"
],
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}
]
},
"task_name": "Flickr30kI2TRetrieval"
}
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