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Merged
isaac-chung merged 3 commits into from
Mar 15, 2025
Merged

correct MIEB dataset stats #2374

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540e92b
correct stats
gowitheflow-1998 Mar 15, 2025
b401001
update Any2AnyMultiChoice qrels stats compute logic
gowitheflow-1998 Mar 15, 2025
d355a04
final correction
gowitheflow-1998 Mar 15, 2025
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2 changes: 1 addition & 1 deletion mteb/abstasks/Image/AbsTaskAny2AnyMultiChoice.py
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Expand Up @@ -534,7 +534,7 @@ def _calculate_metrics_from_split(
# create a list of number of relevant docs per query
queries_set = set(queries["id"])
qrels_lengths = [
len(relevant_docs[qid])
len([v for k, v in relevant_docs[qid].items() if v != 0])
for qid in tqdm.tqdm(relevant_docs.keys(), desc="qrels:")
if qid in queries_set
]
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8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/Any2AnyRetrieval/ROxfordEasyI2IMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 256,
"average_query_image_height": 256.0,
"max_query_image_height": 256,
"min_relevant_docs_per_query": 4678,
"average_relevant_docs_per_query": 4937.957142857143,
"max_relevant_docs_per_query": 4991,
"min_relevant_docs_per_query": 0,
"average_relevant_docs_per_query": 43.27142857142857,
"max_relevant_docs_per_query": 248,
"unique_relevant_docs": 4993
}
}
}
8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/Any2AnyRetrieval/ROxfordHardI2IMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 256,
"average_query_image_height": 256.0,
"max_query_image_height": 256,
"min_relevant_docs_per_query": 4688,
"average_relevant_docs_per_query": 4930.357142857143,
"max_relevant_docs_per_query": 4991,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 35.67142857142857,
"max_relevant_docs_per_query": 284,
"unique_relevant_docs": 4993
}
}
}
8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/Any2AnyRetrieval/ROxfordMediumI2IMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 256,
"average_query_image_height": 256.0,
"max_query_image_height": 256,
"min_relevant_docs_per_query": 4919,
"average_relevant_docs_per_query": 4973.628571428571,
"max_relevant_docs_per_query": 4992,
"min_relevant_docs_per_query": 2,
"average_relevant_docs_per_query": 78.94285714285714,
"max_relevant_docs_per_query": 347,
"unique_relevant_docs": 4993
}
}
}
8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/Any2AnyRetrieval/RParisEasyI2IMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 256,
"average_query_image_height": 256.0,
"max_query_image_height": 256,
"min_relevant_docs_per_query": 5523,
"average_relevant_docs_per_query": 6071.957142857143,
"max_relevant_docs_per_query": 6273,
"min_relevant_docs_per_query": 2,
"average_relevant_docs_per_query": 98.2,
"max_relevant_docs_per_query": 199,
"unique_relevant_docs": 6322
}
}
}
8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/Any2AnyRetrieval/RParisHardI2IMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 256,
"average_query_image_height": 256.0,
"max_query_image_height": 256,
"min_relevant_docs_per_query": 5874,
"average_relevant_docs_per_query": 6121.614285714286,
"max_relevant_docs_per_query": 6293,
"min_relevant_docs_per_query": 34,
"average_relevant_docs_per_query": 147.85714285714286,
"max_relevant_docs_per_query": 556,
"unique_relevant_docs": 6322
}
}
}
8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/Any2AnyRetrieval/RParisMediumI2IMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 256,
"average_query_image_height": 256.0,
"max_query_image_height": 256,
"min_relevant_docs_per_query": 5978,
"average_relevant_docs_per_query": 6219.814285714286,
"max_relevant_docs_per_query": 6322,
"min_relevant_docs_per_query": 76,
"average_relevant_docs_per_query": 246.05714285714285,
"max_relevant_docs_per_query": 636,
"unique_relevant_docs": 6322
}
}
}
8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/Compositionality/ImageCoDeT2IMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 0,
"average_query_image_height": 0,
"max_query_image_height": 0,
"min_relevant_docs_per_query": 10,
"average_relevant_docs_per_query": 10.0,
"max_relevant_docs_per_query": 10,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 10390
}
}
}
8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/VisionCentric/BLINKIT2IMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 254,
"average_query_image_height": 875.3781094527363,
"max_query_image_height": 5687,
"min_relevant_docs_per_query": 2,
"average_relevant_docs_per_query": 2.0,
"max_relevant_docs_per_query": 2,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 804
}
}
}
8 changes: 4 additions & 4 deletions mteb/descriptive_stats/Image/VisionCentric/BLINKIT2TMultiChoice.json
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Expand Up @@ -26,9 +26,9 @@
"min_query_image_height": 232,
"average_query_image_height": 722.6418663303909,
"max_query_image_height": 3226,
"min_relevant_docs_per_query": 2,
"average_relevant_docs_per_query": 2.849936948297604,
"max_relevant_docs_per_query": 4,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 20
}
}
}
10 changes: 5 additions & 5 deletions mteb/models/vista_models.py
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Expand Up @@ -249,8 +249,8 @@ def calculate_probs(self, text_embeddings, image_embeddings):
release_date="2024-06-06",
modalities=["image", "text"],
n_parameters=196_000_000,
memory_usage_mb=748,
max_tokens=77,
memory_usage_mb=1631,
max_tokens=512,
embed_dim=768,
license=None,
open_weights=True,
Expand All @@ -275,9 +275,9 @@ def calculate_probs(self, text_embeddings, image_embeddings):
revision="98db10b10d22620010d06f11733346e1c98c34aa",
release_date="2024-06-06",
modalities=["image", "text"],
n_parameters=None,
memory_usage_mb=None,
max_tokens=77,
n_parameters=872_909_505,
memory_usage_mb=4263,
max_tokens=8192,
embed_dim=1024,
license=None,
open_weights=True,
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6 changes: 3 additions & 3 deletions mteb/tasks/Image/Any2AnyMultiChoice/eng/BLINKIT2IMultiChoice.py
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Expand Up @@ -35,13 +35,13 @@ class BLINKIT2IMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 534},
"n_samples": {"test": 1206},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
"average_query_length": 0.0,
"num_documents": 1200,
"num_queries": 534,
"num_documents": 804,
"num_queries": 402,
"average_relevant_docs_per_query": 1,
}
},
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6 changes: 3 additions & 3 deletions mteb/tasks/Image/Any2AnyMultiChoice/eng/BLINKIT2TMultiChoice.py
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Expand Up @@ -34,13 +34,13 @@ class BLINKIT2TMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 923},
"n_samples": {"test": 813},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
"average_query_length": 0.0,
"num_documents": 24,
"num_queries": 923,
"num_documents": 20,
"num_queries": 793,
"average_relevant_docs_per_query": 1,
}
},
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2 changes: 1 addition & 1 deletion mteb/tasks/Image/Any2AnyMultiChoice/eng/ImageCoDeT2IMultiChoice.py
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Expand Up @@ -34,7 +34,7 @@ class ImageCoDeT2IMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 2302},
"n_samples": {"test": 25322},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
Expand Down
14 changes: 7 additions & 7 deletions mteb/tasks/Image/Any2AnyMultiChoice/eng/ROxfordI2IMultiChoice.py
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Expand Up @@ -37,14 +37,14 @@ class ROxfordEasyI2IMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 70},
"n_samples": {"test": 5063},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
"average_query_length": 0.0,
"num_documents": 516,
"num_documents": 4993,
"num_queries": 70,
"average_relevant_docs_per_query": 43.3,
"average_relevant_docs_per_query": 44.5,
}
},
},
Expand Down Expand Up @@ -83,12 +83,12 @@ class ROxfordMediumI2IMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 70},
"n_samples": {"test": 5063},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
"average_query_length": 0.0,
"num_documents": 788,
"num_documents": 4993,
"num_queries": 70,
"average_relevant_docs_per_query": 78.9,
}
Expand Down Expand Up @@ -129,12 +129,12 @@ class ROxfordHardI2IMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 70},
"n_samples": {"test": 5063},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
"average_query_length": 0.0,
"num_documents": 685,
"num_documents": 4993,
"num_queries": 70,
"average_relevant_docs_per_query": 35.7,
}
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18 changes: 9 additions & 9 deletions mteb/tasks/Image/Any2AnyMultiChoice/eng/RParisI2IMultiChoice.py
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Expand Up @@ -37,14 +37,14 @@ class RParisEasyI2IMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 70},
"n_samples": {"test": 6392},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
"average_query_length": 0.0,
"num_documents": 516,
"num_documents": 6322,
"num_queries": 70,
"average_relevant_docs_per_query": 43.3,
"average_relevant_docs_per_query": 98.2,
}
},
},
Expand Down Expand Up @@ -83,14 +83,14 @@ class RParisMediumI2IMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 70},
"n_samples": {"test": 6392},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
"average_query_length": 0.0,
"num_documents": 788,
"num_documents": 6322,
"num_queries": 70,
"average_relevant_docs_per_query": 78.9,
"average_relevant_docs_per_query": 246.1,
}
},
},
Expand Down Expand Up @@ -129,14 +129,14 @@ class RParisHardI2IMultiChoice(AbsTaskAny2AnyMultiChoice):
}
""",
descriptive_stats={
"n_samples": {"test": 70},
"n_samples": {"test": 6392},
"avg_character_length": {
"test": {
"average_document_length": 0.0,
"average_query_length": 0.0,
"num_documents": 685,
"num_documents": 6322,
"num_queries": 70,
"average_relevant_docs_per_query": 35.7,
"average_relevant_docs_per_query": 147.86,
}
},
},
Expand Down