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

Dataset card Data Studio Files
xet
Community
1
model
large_stringclasses
5 values
model_short
large_stringclasses
5 values
dim_reduction
large_stringclasses
5 values
clustering
large_stringclasses
12 values
v_measure
float64
0.01
0.97
adjusted_rand_index
float64
0
0.96
normalized_mutual_info
float64
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homogeneity
float64
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completeness
float64
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n_clusters_pred
float64
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n_clusters_true
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30
30
path
large_stringlengths
98
140
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.445914
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0.445914
0.346231
0.626204
23
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.401064
0.066342
0.401064
0.304055
0.588976
23
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.403074
0.072864
0.403074
0.321625
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31
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.455299
0.079102
0.455299
0.403729
0.521973
54
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.44108
0.086718
0.44108
0.341011
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21
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.455318
0.093201
0.455318
0.37018
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30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.424594
0.076921
0.424594
0.319663
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20
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.359671
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0.251148
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16
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.433774
0.079325
0.433774
0.327343
0.642756
20
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.367238
0.042856
0.367238
0.258164
0.635907
16
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_aves_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.290896
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7
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.297231
0.02258
0.297231
0.181692
0.816362
7
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.376296
0.037562
0.376296
0.243931
0.822747
8
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.292483
0.020443
0.292483
0.179312
0.792933
11
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.294484
0.022157
0.294484
0.178162
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6
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.366747
0.034555
0.366747
0.237577
0.803735
9
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.294016
0.02194
0.294016
0.179119
0.820014
7
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.287488
0.020755
0.287488
0.174632
0.812699
8
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.293925
0.020748
0.293925
0.180229
0.796197
10
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HDBSCAN
0.276756
0.019313
0.276756
0.168856
0.766659
8
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\dinov2_vitg14_mammalia_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.506681
0.170189
0.506681
0.420858
0.636473
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.49401
0.144029
0.49401
0.397465
0.652507
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.490919
0.13478
0.490919
0.396506
0.644346
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.507755
0.173867
0.507755
0.418067
0.646435
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.50936
0.164157
0.50936
0.421941
0.642466
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.485684
0.127831
0.485684
0.38879
0.646906
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.492083
0.131914
0.492083
0.391337
0.662683
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.489211
0.130517
0.489211
0.389196
0.658408
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.504153
0.171537
0.504153
0.41528
0.641422
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.474864
0.125939
0.474864
0.381152
0.629682
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_aves_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.51864
0.187753
0.51864
0.435381
0.641274
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.510811
0.197585
0.510811
0.440004
0.60878
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.497897
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0.497897
0.422353
0.606351
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.508494
0.221994
0.508494
0.439452
0.603275
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.491583
0.168019
0.491583
0.417332
0.597975
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.506067
0.190551
0.506067
0.428141
0.618673
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.500854
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0.500854
0.424172
0.61138
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.492737
0.157277
0.492737
0.413125
0.610356
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.502583
0.198992
0.502583
0.429454
0.605727
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K15
0.491447
0.187388
0.491447
0.419445
0.593291
15
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K15\dinov2_vitg14_mammalia_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.523596
0.178159
0.523596
0.621416
0.452384
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.526829
0.190876
0.526829
0.627091
0.454208
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.507245
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0.507245
0.602981
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180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.52801
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0.52801
0.629216
0.45485
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.52787
0.184112
0.52787
0.629707
0.454386
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.52838
0.18114
0.52838
0.627732
0.45618
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.522403
0.181145
0.522403
0.618272
0.452273
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.519106
0.173124
0.519106
0.615192
0.448981
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.523203
0.182185
0.523203
0.620384
0.452345
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.515784
0.186449
0.515784
0.61139
0.446035
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.504214
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0.504214
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180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.493703
0.14388
0.493703
0.603333
0.417787
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.488542
0.14064
0.488542
0.598602
0.412667
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.502872
0.15677
0.502872
0.613222
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180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.493741
0.150806
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0.60378
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180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.500853
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180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.493523
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180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.485555
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180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.50147
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0.50147
0.612671
0.424435
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K180
0.490984
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0.490984
0.601752
0.414657
180
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.532292
0.219571
0.532292
0.488782
0.584306
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.540514
0.232622
0.540514
0.499808
0.588438
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.52366
0.214025
0.52366
0.488234
0.564629
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.540725
0.255351
0.540725
0.507461
0.578656
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.529597
0.215336
0.529597
0.487673
0.579407
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.527211
0.192603
0.527211
0.483238
0.579988
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.539033
0.235213
0.539033
0.498261
0.587073
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.525598
0.206742
0.525598
0.482944
0.576517
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.533383
0.212764
0.533383
0.488645
0.587137
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.527874
0.20155
0.527874
0.477204
0.590582
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.528418
0.269387
0.528418
0.507466
0.551174
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.516385
0.245892
0.516385
0.493668
0.541294
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.523197
0.237757
0.523197
0.496914
0.552416
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.528769
0.258783
0.528769
0.504995
0.554892
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.514589
0.253562
0.514589
0.493692
0.537334
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.534428
0.260233
0.534428
0.508284
0.563407
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.520436
0.249268
0.520436
0.497684
0.545367
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.507791
0.251341
0.507791
0.483863
0.534208
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.522349
0.249531
0.522349
0.498526
0.548563
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K30
0.506185
0.244553
0.506185
0.4792
0.536391
30
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.554357
0.258408
0.554357
0.548399
0.560446
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.544651
0.256358
0.544651
0.539365
0.550043
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.527282
0.24457
0.527282
0.521403
0.533294
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.540825
0.244777
0.540825
0.529424
0.552727
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.535022
0.24002
0.535022
0.520369
0.550525
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.538592
0.234798
0.538592
0.533029
0.544273
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.549159
0.25547
0.549159
0.538859
0.55986
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.528934
0.229404
0.528934
0.52271
0.535309
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.550286
0.272706
0.550286
0.549819
0.550755
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.534811
0.251392
0.534811
0.528186
0.541604
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.528811
0.267211
0.528811
0.539063
0.518941
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.515235
0.238053
0.515235
0.523942
0.506813
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.514581
0.260318
0.514581
0.527015
0.502721
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.528804
0.270396
0.528804
0.536247
0.521565
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.511738
0.253827
0.511738
0.522566
0.501349
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.524772
0.258028
0.524772
0.536055
0.513954
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.514635
0.26538
0.514635
0.52326
0.50629
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.511073
0.251664
0.511073
0.520213
0.50225
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.524394
0.241296
0.524394
0.527832
0.521001
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14
dinov2_vitg14
KERNEL_PCA
HIERARCHICAL_K45
0.511145
0.239879
0.511145
0.519133
0.503398
45
30
dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_9_KERNEL_PCA\analysis_summary.json