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Datasets:
AI-EcoNet
/
HUGO-Bench-Paper-Reproducibility
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AI:EcoNet - Aalborg University
4
Tasks:
Image Classification
Zero-Shot Classification
Modalities:
Tabular
Text
Formats:
parquet
optimized-parquet
Languages:
English
Size:
100K - 1M
ArXiv:
arxiv:
2602.03894
Tags:
biology
ecology
wildlife
camera-traps
vision-transformers
clustering
+ 10
Libraries:
Datasets
Dask
Polars
+ 1
License:
cc-by-4.0
Dataset card
Data Studio
Files
Files and versions
xet
Community
1
main
HUGO-Bench-Paper-Reproducibility
/
precomputed_embeddings
3.41 GB
1 contributor
History:
12 commits
HugoMarkoff
Add BioCLIP 2.5 embeddings and benchmark artifacts
d078a05
verified
3 days ago
aves_bioclip2_5_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.dtype"
,
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
What is a pickle import?
309 MB
xet
Add BioCLIP 2.5 embeddings and benchmark artifacts
3 days ago
aves_bioclip2_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
234 MB
xet
Add aves_bioclip2_embeddings embeddings (73,484 samples)
about 2 months ago
aves_clip_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
230 MB
xet
Add aves_clip_embeddings embeddings (73,484 samples)
about 2 months ago
aves_dinov2_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
460 MB
xet
Add aves_dinov2_embeddings embeddings (73,484 samples)
about 2 months ago
aves_dinov3_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
384 MB
xet
Add aves_dinov3_embeddings embeddings (73,484 samples)
about 2 months ago
aves_siglip_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
234 MB
xet
Add aves_siglip_embeddings embeddings (73,484 samples)
about 2 months ago
mammals_bioclip2_5_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.dtype"
,
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
What is a pickle import?
276 MB
xet
Add BioCLIP 2.5 embeddings and benchmark artifacts
3 days ago
mammals_bioclip2_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
209 MB
xet
Add mammals_bioclip2_embeddings embeddings (65,583 samples)
about 2 months ago
mammals_clip_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
108 MB
xet
Add mammals_clip_embeddings embeddings (65,583 samples)
about 2 months ago
mammals_dinov2_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
411 MB
xet
Add mammals_dinov2_embeddings embeddings (65,583 samples)
about 2 months ago
mammals_dinov3_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
343 MB
xet
Add mammals_dinov3_embeddings embeddings (65,583 samples)
about 2 months ago
mammals_siglip_embeddings.pkl
pickle
Detected Pickle imports (3)
"numpy.core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
What is a pickle import?
209 MB
xet
Add mammals_siglip_embeddings embeddings (65,583 samples)
about 2 months ago
