Datasets:
AI-EcoNet
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HUGO-Bench-Paper-Reproducibility

Dataset card Data Studio Files
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1
model
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dim_reduction
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clustering
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SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.640028
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.644273
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.639485
0.378855
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.637909
0.403147
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0.629575
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.643532
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.633132
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.642351
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.630114
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.612375
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.607788
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0.594816
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.633901
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.620855
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0.611725
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.635851
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0.621649
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.638744
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.621564
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.621632
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.619865
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.640926
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.645811
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.643146
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.640221
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.645945
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.643993
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.639593
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.631787
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.633663
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.643445
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.623216
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.628212
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.638802
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0.627293
0.650741
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.637561
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0.626038
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.648522
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.645062
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0.632983
0.657611
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.647998
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.618713
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.630293
0.377734
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.615528
0.352464
0.615528
0.601996
0.629682
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.629363
0.380819
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0.61815
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.625062
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0.610915
0.639879
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.616828
0.383269
0.616828
0.606544
0.627467
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.612606
0.378028
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0.620951
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.619817
0.379636
0.619817
0.608932
0.631099
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.629312
0.381892
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0.617205
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.614495
0.381921
0.614495
0.6069
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.629622
0.374209
0.629622
0.617159
0.642599
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.625897
0.396311
0.625897
0.61827
0.633715
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.632717
0.393872
0.632717
0.621894
0.643923
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.631446
0.415111
0.631446
0.624334
0.638722
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.631906
0.385388
0.631906
0.620732
0.64349
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.62318
0.389122
0.62318
0.614624
0.631977
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.624816
0.383274
0.624816
0.615513
0.634404
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.630571
0.374328
0.630571
0.617517
0.644188
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.637158
0.427179
0.637158
0.631695
0.642717
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.631574
0.405246
0.631574
0.62326
0.640113
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.623526
0.401693
0.623526
0.617248
0.629933
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.623012
0.395973
0.623012
0.61431
0.631964
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.617466
0.372898
0.617466
0.609393
0.625757
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.622208
0.39247
0.622208
0.613145
0.631544
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.631695
0.410094
0.631695
0.622976
0.640662
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.626346
0.385046
0.626346
0.615832
0.637225
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.61842
0.386558
0.61842
0.607385
0.629864
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.627003
0.395641
0.627003
0.618908
0.635313
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.626757
0.380526
0.626757
0.615614
0.638311
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.627721
0.392045
0.627721
0.618415
0.637312
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.652724
0.395338
0.652724
0.63947
0.666538
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.655702
0.42496
0.655702
0.645981
0.665719
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.648517
0.411553
0.648517
0.637208
0.660234
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.653697
0.406603
0.653697
0.64116
0.666735
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.657424
0.43683
0.657424
0.648594
0.666497
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.63667
0.387223
0.63667
0.625776
0.647949
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.657965
0.436016
0.657965
0.649935
0.666196
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.651621
0.393307
0.651621
0.63498
0.669158
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.645933
0.404413
0.645933
0.634126
0.658187
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.647787
0.403115
0.647787
0.636936
0.659015
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.611257
0.362651
0.611257
0.59878
0.624266
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.615878
0.386347
0.615878
0.607018
0.625001
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.617033
0.394512
0.617033
0.61043
0.623781
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.615754
0.375313
0.615754
0.604102
0.627864
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.623581
0.353288
0.623581
0.607153
0.640923
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.61262
0.368714
0.61262
0.601783
0.623854
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.624591
0.408645
0.624591
0.618139
0.631179
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.623762
0.409725
0.623762
0.617319
0.630341
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.614757
0.396864
0.614757
0.608643
0.620996
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.619622
0.389738
0.619622
0.611014
0.628476
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json