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
0.01
0.97
homogeneity
float64
0.01
0.98
completeness
float64
0.06
0.99
n_clusters_pred
float64
2
278
n_clusters_true
float64
30
30
path
large_stringlengths
98
140
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.461031
0.153575
0.461031
0.528387
0.408905
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.455544
0.146534
0.455544
0.523126
0.403426
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.477845
0.161174
0.477845
0.548639
0.423232
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.487152
0.179396
0.487152
0.559109
0.431604
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.47815
0.167537
0.47815
0.547817
0.424203
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.481629
0.174579
0.481629
0.550612
0.428007
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.488734
0.17551
0.488734
0.558532
0.434442
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.486153
0.162087
0.486153
0.558078
0.430651
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.470641
0.160969
0.470641
0.536719
0.41905
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.491241
0.174665
0.491241
0.561032
0.436892
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.46088
0.14427
0.46088
0.527239
0.409359
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.45648
0.14023
0.45648
0.522579
0.405226
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.449383
0.140214
0.449383
0.512451
0.400137
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.439841
0.132399
0.439841
0.503443
0.390507
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.459343
0.146711
0.459343
0.526176
0.407574
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.425508
0.125724
0.425508
0.486869
0.377883
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.440805
0.141577
0.440805
0.504623
0.391317
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.445756
0.140713
0.445756
0.511113
0.395219
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.439142
0.132207
0.439142
0.504038
0.389051
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
GMM_K90
0.433337
0.13678
0.433337
0.497328
0.383936
90
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.168224
0.011189
0.168224
0.096168
0.67095
4
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.113785
0.006778
0.113785
0.061353
0.782587
3
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.103756
0.006107
0.103756
0.056903
0.587448
3
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.324499
0.035565
0.324499
0.233268
0.532925
23
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.360881
0.024559
0.360881
0.322986
0.408851
65
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.351212
0.020561
0.351212
0.315602
0.395881
70
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.383154
0.058441
0.383154
0.332783
0.451495
44
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.107585
0.006898
0.107585
0.058261
0.701432
2
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.365037
0.04285
0.365037
0.330027
0.408356
63
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.364713
0.025764
0.364713
0.326583
0.412925
74
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.289721
0.028481
0.289721
0.194531
0.56734
14
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.333696
0.021292
0.333696
0.297732
0.379542
69
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.191282
0.013377
0.191282
0.112135
0.650204
4
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.06704
0.00284
0.06704
0.03561
0.570929
3
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.14955
0.009441
0.14955
0.084016
0.679807
3
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.070142
0.003359
0.070142
0.037307
0.585031
2
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.064006
0.0024
0.064006
0.034073
0.526692
3
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.070448
0.003509
0.070448
0.037285
0.637313
2
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.069181
0.003324
0.069181
0.036697
0.60265
2
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HDBSCAN
0.352315
0.056014
0.352315
0.28132
0.471241
33
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HDBSCAN\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.455343
0.203475
0.455343
0.404956
0.520051
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.471298
0.230526
0.471298
0.419641
0.537458
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.476436
0.224942
0.476436
0.424065
0.543566
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.482117
0.219193
0.482117
0.426144
0.555017
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.466831
0.209279
0.466831
0.412953
0.536878
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.471177
0.197452
0.471177
0.414453
0.545889
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.47466
0.214608
0.47466
0.420177
0.545378
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.495434
0.241845
0.495434
0.440528
0.565974
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.464631
0.189672
0.464631
0.402615
0.549229
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.479939
0.212664
0.479939
0.422224
0.55593
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.447225
0.189139
0.447225
0.395014
0.515341
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.467182
0.203412
0.467182
0.410954
0.541238
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.443668
0.186274
0.443668
0.39258
0.510043
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.431608
0.181224
0.431608
0.381823
0.496321
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.470015
0.208987
0.470015
0.413815
0.543878
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.420271
0.163655
0.420271
0.369648
0.48696
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.433692
0.184725
0.433692
0.384337
0.497591
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.444133
0.188822
0.444133
0.390932
0.514095
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.437177
0.183085
0.437177
0.387202
0.501965
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K15
0.426394
0.185206
0.426394
0.377824
0.489293
15
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K15\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.448215
0.094511
0.448215
0.558501
0.374303
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.443955
0.090372
0.443955
0.552846
0.370901
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.466128
0.106701
0.466128
0.580277
0.389507
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.470527
0.105983
0.470527
0.58614
0.393007
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.466753
0.104838
0.466753
0.580991
0.390058
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.467891
0.102787
0.467891
0.582665
0.390892
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.477578
0.11015
0.477578
0.594423
0.399122
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.474389
0.107303
0.474389
0.590221
0.396564
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.456638
0.099335
0.456638
0.566814
0.382323
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.476064
0.109467
0.476064
0.59163
0.398269
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.450201
0.092465
0.450201
0.559589
0.376586
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.447753
0.088081
0.447753
0.557574
0.374074
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.440989
0.090131
0.440989
0.549274
0.368368
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.43184
0.083801
0.43184
0.538315
0.360529
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.44949
0.095343
0.44949
0.558285
0.376181
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.419396
0.077232
0.419396
0.521742
0.350618
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.43589
0.087683
0.43589
0.543225
0.363973
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.437844
0.088553
0.437844
0.545212
0.365806
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.428838
0.081984
0.428838
0.534678
0.357976
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K180
0.424514
0.086751
0.424514
0.528539
0.354703
180
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.464295
0.220408
0.464295
0.458801
0.469923
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.474186
0.229488
0.474186
0.468447
0.480067
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.489283
0.235374
0.489283
0.484268
0.494403
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.497757
0.238265
0.497757
0.489659
0.506127
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.488355
0.228275
0.488355
0.478786
0.498315
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.488433
0.218722
0.488433
0.479795
0.497386
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.496446
0.238242
0.496446
0.488935
0.504192
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.496608
0.230164
0.496608
0.48972
0.503693
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.479098
0.226523
0.479098
0.472974
0.485383
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.505578
0.237094
0.505578
0.495499
0.516077
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.468947
0.210643
0.468947
0.46131
0.476841
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.470161
0.226419
0.470161
0.462717
0.477848
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.460508
0.223774
0.460508
0.455838
0.465275
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.446908
0.198149
0.446908
0.438539
0.455603
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.469465
0.221625
0.469465
0.461726
0.477468
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.430903
0.184124
0.430903
0.426121
0.435793
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.453464
0.209582
0.453464
0.448368
0.458678
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.459141
0.20895
0.459141
0.453259
0.465177
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.450108
0.207203
0.450108
0.442803
0.457658
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14
bioclip2_vitl14
ISOMAP
HIERARCHICAL_K30
0.443062
0.213508
0.443062
0.439148
0.447045
30
30
bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json