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

Dataset card Data Studio Files
xet
Community
1
model
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model_short
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dim_reduction
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clustering
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SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.669763
0.432938
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0.658814
0.681082
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.677345
0.434839
0.677345
0.667195
0.687809
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.68669
0.464724
0.68669
0.678569
0.695007
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.681882
0.452145
0.681882
0.672783
0.691232
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.68794
0.458627
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0.677052
0.699184
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.683389
0.455877
0.683389
0.671263
0.69596
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.684395
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0.67606
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.682844
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0.674738
0.691147
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.685473
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0.675027
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.682963
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0.672494
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.666588
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.656992
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0.648169
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.665643
0.437355
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0.656456
0.67509
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.657633
0.403912
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0.645183
0.670574
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.655209
0.405316
0.655209
0.641125
0.669925
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.660613
0.422309
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0.649462
0.672154
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.667745
0.437612
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0.659857
0.675824
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.669069
0.455848
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0.662902
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.662574
0.435649
0.662574
0.654762
0.670574
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.664791
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0.652077
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.687322
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.68461
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.682752
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.673804
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.686021
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.687014
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.68829
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.676873
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.68253
0.417903
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0.668359
0.697314
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.684645
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.66775
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.678251
0.454757
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0.671131
0.685524
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.666655
0.448124
0.666655
0.660257
0.673177
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.682412
0.448978
0.682412
0.672251
0.692884
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.676747
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0.669823
0.683816
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.67541
0.461288
0.67541
0.669869
0.681043
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.662998
0.437987
0.662998
0.655128
0.671059
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.673118
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0.664563
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.669861
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0.66212
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.66735
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0.65839
0.676556
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.6785
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.685328
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0.673659
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.681428
0.440411
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0.671835
0.691299
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.673905
0.441809
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0.664545
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30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.676777
0.448667
0.676777
0.665774
0.688149
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.680132
0.443864
0.680132
0.667671
0.693066
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.679406
0.446315
0.679406
0.666399
0.692931
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.676106
0.445564
0.676106
0.665072
0.687512
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.673557
0.465203
0.673557
0.668116
0.679088
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.671095
0.438105
0.671095
0.66163
0.680834
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.673663
0.449973
0.673663
0.664435
0.683151
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.664787
0.442723
0.664787
0.657694
0.672034
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.668899
0.466226
0.668899
0.66288
0.675027
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.668603
0.425676
0.668603
0.655935
0.681771
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.67052
0.455325
0.67052
0.66264
0.678589
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.677618
0.471405
0.677618
0.67284
0.682464
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.660026
0.411581
0.660026
0.64731
0.673251
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.683869
0.477842
0.683869
0.678791
0.689023
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.655556
0.441242
0.655556
0.648438
0.662833
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.663578
0.442272
0.663578
0.656268
0.671053
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.669752
0.445631
0.669752
0.661268
0.678457
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.681763
0.469766
0.681763
0.673236
0.690508
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.679622
0.464375
0.679622
0.672258
0.687149
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.670327
0.443298
0.670327
0.661103
0.679812
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.662728
0.440497
0.662728
0.654819
0.670829
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.686971
0.45313
0.686971
0.674732
0.699663
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.676596
0.464565
0.676596
0.668414
0.68498
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.659765
0.426529
0.659765
0.650482
0.669316
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.678122
0.438161
0.678122
0.667672
0.688904
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.677015
0.453013
0.677015
0.669057
0.685166
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.689823
0.508368
0.689823
0.684779
0.694942
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.685014
0.482185
0.685014
0.678439
0.691718
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.671416
0.464873
0.671416
0.664849
0.678114
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.672595
0.462485
0.672595
0.665316
0.680035
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.694848
0.501155
0.694848
0.68706
0.702814
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.6771
0.454377
0.6771
0.665624
0.688978
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.668179
0.454303
0.668179
0.662292
0.674172
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.668168
0.4461
0.668168
0.657963
0.678694
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.676093
0.458694
0.676093
0.667363
0.685054
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.685731
0.4978
0.685731
0.681867
0.68964
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.684605
0.457588
0.684605
0.674404
0.695119
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.666943
0.414599
0.666943
0.653209
0.681266
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.67796
0.46055
0.67796
0.669435
0.686704
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.675165
0.438099
0.675165
0.66691
0.683626
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.66765
0.423882
0.66765
0.657006
0.678646
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.677091
0.457446
0.677091
0.668285
0.686133
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.677956
0.455899
0.677956
0.669468
0.686661
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.66797
0.434846
0.66797
0.657498
0.678781
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.673703
0.464626
0.673703
0.667298
0.680232
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.677125
0.444753
0.677125
0.667546
0.686983
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.667014
0.452092
0.667014
0.660761
0.673387
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.684615
0.458577
0.684615
0.675539
0.693938
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.672301
0.449415
0.672301
0.663565
0.68127
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.682471
0.441854
0.682471
0.673501
0.691682
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.663208
0.43613
0.663208
0.653798
0.672893
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.667986
0.459483
0.667986
0.662707
0.67335
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.676052
0.434249
0.676052
0.664677
0.687824
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.680944
0.449017
0.680944
0.670035
0.692214
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.665127
0.451746
0.665127
0.6571
0.673352
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16
siglip_vitb16
UMAP
GMM_K30
0.681404
0.443995
0.681404
0.671119
0.692008
30
30
siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K30\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json