waticlems/pcabiop
PCaBiop PCaBiop is a whole-slide-image benchmark for measuring the robustness of slide-level pathology foundation models to non-biological variation. It pairs a controlled two-centre prostate-biopsy cohort, in which the contributing centre acts as a labelled confounder, with an external out-of-domain cohort for downstream shortcut-learning evaluation. The benchmark accompanies the paper A distributional robustness margin for pathology foundation models (citation below… See the full description on the dataset page: https://huggingface.co/datasets/waticlems/pcabiop.
0919
1sample_id,image,mask,label,center
2c001b,images/par/c001b_leica.svs,masks/par/c001b_leica.tif,cancer,par
3c002a,images/par/c002a_leica.svs,masks/par/c002a_leica.tif,cancer,par
4c003,images/par/c003_leica.svs,masks/par/c003_leica.tif,cancer,par
5c004,images/par/c004_leica.svs,masks/par/c004_leica.tif,benign,par
6c005a,images/par/c005a_leica.svs,masks/par/c005a_leica.tif,benign,par
7c005b,images/par/c005b_leica.svs,masks/par/c005b_leica.tif,benign,par
8c006a,images/par/c006a_leica.svs,masks/par/c006a_leica.tif,cancer,par
9c006b,images/par/c006b_leica.svs,masks/par/c006b_leica.tif,cancer,par
10c007,images/par/c007_leica.svs,masks/par/c007_leica.tif,benign,par
11c008a,images/par/c008a_leica.svs,masks/par/c008a_leica.tif,cancer,par
12c008b,images/par/c008b_leica.svs,masks/par/c008b_leica.tif,cancer,par
13c009a,images/par/c009a_leica.svs,masks/par/c009a_leica.tif,benign,par
14c009b,images/par/c009b_leica.svs,masks/par/c009b_leica.tif,cancer,par
15c010a,images/par/c010a_leica.svs,masks/par/c010a_leica.tif,benign,par
16c010b,images/par/c010b_leica.svs,masks/par/c010b_leica.tif,benign,par
17c011a,images/par/c011a_leica.svs,masks/par/c011a_leica.tif,cancer,par
18c011b,images/par/c011b_leica.svs,masks/par/c011b_leica.tif,cancer,par
19c012a,images/par/c012a_leica.svs,masks/par/c012a_leica.tif,cancer,par
20c012b,images/par/c012b_leica.svs,masks/par/c012b_leica.tif,cancer,par
21c013a,images/par/c013a_leica.svs,masks/par/c013a_leica.tif,benign,par
22c013b,images/par/c013b_leica.svs,masks/par/c013b_leica.tif,benign,par
23c014,images/par/c014_leica.svs,masks/par/c014_leica.tif,benign,par
24c015,images/par/c015_leica.svs,masks/par/c015_leica.tif,cancer,par
25c016a,images/par/c016a_leica.svs,masks/par/c016a_leica.tif,cancer,par
26c016b,images/par/c016b_leica.svs,masks/par/c016b_leica.tif,cancer,par
27c017a,images/par/c017a_leica.svs,masks/par/c017a_leica.tif,benign,par
28c017b,images/par/c017b_leica.svs,masks/par/c017b_leica.tif,benign,par
29c018a,images/par/c018a_leica.svs,masks/par/c018a_leica.tif,benign,par
30c018b,images/par/c018b_leica.svs,masks/par/c018b_leica.tif,benign,par
31c019a,images/par/c019a_leica.svs,masks/par/c019a_leica.tif,benign,par
32c019b,images/par/c019b_leica.svs,masks/par/c019b_leica.tif,benign,par
33c020,images/par/c020_leica.svs,masks/par/c020_leica.tif,cancer,par
34c021a,images/par/c021a_leica.svs,masks/par/c021a_leica.tif,benign,par
35c021b,images/par/c021b_leica.svs,masks/par/c021b_leica.tif,benign,par
36c022,images/par/c022_leica.svs,masks/par/c022_leica.tif,benign,par
37c023a,images/par/c023a_leica.svs,masks/par/c023a_leica.tif,cancer,par
38c024,images/par/c024_leica.svs,masks/par/c024_leica.tif,cancer,par
39c025b,images/par/c025b_leica.svs,masks/par/c025b_leica.tif,cancer,par
40c026b,images/par/c026b_leica.svs,masks/par/c026b_leica.tif,cancer,par
41c027,images/par/c027_leica.svs,masks/par/c027_leica.tif,cancer,par
42c028a,images/par/c028a_leica.svs,masks/par/c028a_leica.tif,benign,par
43c028b,images/par/c028b_leica.svs,masks/par/c028b_leica.tif,benign,par
44c029a,images/par/c029a_leica.svs,masks/par/c029a_leica.tif,benign,par
45c029b,images/par/c029b_leica.svs,masks/par/c029b_leica.tif,benign,par
46c030a,images/par/c030a_leica.svs,masks/par/c030a_leica.tif,cancer,par
47c030b,images/par/c030b_leica.svs,masks/par/c030b_leica.tif,cancer,par
48c031a,images/par/c031a_leica.svs,masks/par/c031a_leica.tif,cancer,par
49c031b,images/par/c031b_leica.svs,masks/par/c031b_leica.tif,cancer,par
50c032a,images/par/c032a_leica.svs,masks/par/c032a_leica.tif,cancer,par
51c032b,images/par/c032b_leica.svs,masks/par/c032b_leica.tif,cancer,par
52c033a,images/par/c033a_leica.svs,masks/par/c033a_leica.tif,benign,par
53c033b,images/par/c033b_leica.svs,masks/par/c033b_leica.tif,benign,par
54c034a,images/par/c034a_leica.svs,masks/par/c034a_leica.tif,cancer,par
55c034b,images/par/c034b_leica.svs,masks/par/c034b_leica.tif,cancer,par
56c035a,images/par/c035a_leica.svs,masks/par/c035a_leica.tif,cancer,par
57c035b,images/par/c035b_leica.svs,masks/par/c035b_leica.tif,benign,par
58c036a,images/par/c036a_leica.svs,masks/par/c036a_leica.tif,cancer,par
59c036b,images/par/c036b_leica.svs,masks/par/c036b_leica.tif,cancer,par
60c037a,images/par/c037a_leica.svs,masks/par/c037a_leica.tif,cancer,par
61c037b,images/par/c037b_leica.svs,masks/par/c037b_leica.tif,cancer,par
62c038a,images/par/c038a_leica.svs,masks/par/c038a_leica.tif,benign,par
63c038b,images/par/c038b_leica.svs,masks/par/c038b_leica.tif,cancer,par
64c039a,images/par/c039a_leica.svs,masks/par/c039a_leica.tif,cancer,par
65c039b,images/par/c039b_leica.svs,masks/par/c039b_leica.tif,cancer,par
66c040a,images/par/c040a_leica.svs,masks/par/c040a_leica.tif,cancer,par
67c040b,images/par/c040b_leica.svs,masks/par/c040b_leica.tif,cancer,par
68c041a,images/par/c041a_leica.svs,masks/par/c041a_leica.tif,cancer,par
69c041b,images/par/c041b_leica.svs,masks/par/c041b_leica.tif,cancer,par
70c042a,images/par/c042a_leica.svs,masks/par/c042a_leica.tif,cancer,par
71c043a,images/par/c043a_leica.svs,masks/par/c043a_leica.tif,cancer,par
72c044a,images/par/c044a_leica.svs,masks/par/c044a_leica.tif,cancer,par
73c044b,images/par/c044b_leica.svs,masks/par/c044b_leica.tif,cancer,par
74c045a,images/par/c045a_leica.svs,masks/par/c045a_leica.tif,benign,par
75c045b,images/par/c045b_leica.svs,masks/par/c045b_leica.tif,benign,par
76c046a,images/par/c046a_leica.svs,masks/par/c046a_leica.tif,benign,par
77c046b,images/par/c046b_leica.svs,masks/par/c046b_leica.tif,benign,par
78c047,images/par/c047_leica.svs,masks/par/c047_leica.tif,benign,par
79c048a,images/par/c048a_leica.svs,masks/par/c048a_leica.tif,cancer,par
80c048b,images/par/c048b_leica.svs,masks/par/c048b_leica.tif,cancer,par
81c049a,images/par/c049a_leica.svs,masks/par/c049a_leica.tif,cancer,par
82c049b,images/par/c049b_leica.svs,masks/par/c049b_leica.tif,cancer,par
83c050a,images/par/c050a_leica.svs,masks/par/c050a_leica.tif,benign,par
84c050b,images/par/c050b_leica.svs,masks/par/c050b_leica.tif,benign,par
85c051,images/par/c051_leica.svs,masks/par/c051_leica.tif,cancer,par
86c052a,images/par/c052a_leica.svs,masks/par/c052a_leica.tif,benign,par
87c052b,images/par/c052b_leica.svs,masks/par/c052b_leica.tif,benign,par
88c053a,images/par/c053a_leica.svs,masks/par/c053a_leica.tif,benign,par
89c053b,images/par/c053b_leica.svs,masks/par/c053b_leica.tif,benign,par
90c054,images/par/c054_leica.svs,masks/par/c054_leica.tif,cancer,par
91c055a,images/par/c055a_leica.svs,masks/par/c055a_leica.tif,cancer,par
92c055b,images/par/c055b_leica.svs,masks/par/c055b_leica.tif,cancer,par
93c056a,images/par/c056a_leica.svs,masks/par/c056a_leica.tif,benign,par
94c056b,images/par/c056b_leica.svs,masks/par/c056b_leica.tif,benign,par
95c057,images/par/c057_leica.svs,masks/par/c057_leica.tif,benign,par
96c058,images/par/c058_leica.svs,masks/par/c058_leica.tif,cancer,par
97c059a,images/par/c059a_leica.svs,masks/par/c059a_leica.tif,cancer,par
98c059b,images/par/c059b_leica.svs,masks/par/c059b_leica.tif,cancer,par
99c060a,images/par/c060a_leica.svs,masks/par/c060a_leica.tif,benign,par
100c060b,images/par/c060b_leica.svs,masks/par/c060b_leica.tif,benign,par
101c061a,images/par/c061a_leica.svs,masks/par/c061a_leica.tif,benign,par
102c061b,images/par/c061b_leica.svs,masks/par/c061b_leica.tif,cancer,par
103c062a,images/par/c062a_leica.svs,masks/par/c062a_leica.tif,benign,par
104c062b,images/par/c062b_leica.svs,masks/par/c062b_leica.tif,benign,par
105c063a,images/par/c063a_leica.svs,masks/par/c063a_leica.tif,benign,par
106c063b,images/par/c063b_leica.svs,masks/par/c063b_leica.tif,cancer,par
107c064a,images/par/c064a_leica.svs,masks/par/c064a_leica.tif,benign,par
108c064b,images/par/c064b_leica.svs,masks/par/c064b_leica.tif,benign,par
109c065a,images/par/c065a_leica.svs,masks/par/c065a_leica.tif,cancer,par
110c066a,images/par/c066a_leica.svs,masks/par/c066a_leica.tif,benign,par
111c066b,images/par/c066b_leica.svs,masks/par/c066b_leica.tif,benign,par
112c067a,images/par/c067a_leica.svs,masks/par/c067a_leica.tif,cancer,par
113c067b,images/par/c067b_leica.svs,masks/par/c067b_leica.tif,cancer,par
114c068a,images/par/c068a_leica.svs,masks/par/c068a_leica.tif,benign,par
115c068b,images/par/c068b_leica.svs,masks/par/c068b_leica.tif,cancer,par
116c069,images/par/c069_leica.svs,masks/par/c069_leica.tif,benign,par
117c070,images/par/c070_leica.svs,masks/par/c070_leica.tif,benign,par
118c071a,images/par/c071a_leica.svs,masks/par/c071a_leica.tif,benign,par
119c071b,images/par/c071b_leica.svs,masks/par/c071b_leica.tif,benign,par
120c072a,images/par/c072a_leica.svs,masks/par/c072a_leica.tif,cancer,par
121c072b,images/par/c072b_leica.svs,masks/par/c072b_leica.tif,cancer,par
122c073a,images/par/c073a_leica.svs,masks/par/c073a_leica.tif,benign,par
123c073b,images/par/c073b_leica.svs,masks/par/c073b_leica.tif,benign,par
124c074a,images/par/c074a_leica.svs,masks/par/c074a_leica.tif,cancer,par
125c074b,images/par/c074b_leica.svs,masks/par/c074b_leica.tif,cancer,par
126c075a,images/par/c075a_leica.svs,masks/par/c075a_leica.tif,benign,par
127c075b,images/par/c075b_leica.svs,masks/par/c075b_leica.tif,benign,par
128c077a,images/par/c077a_leica.svs,masks/par/c077a_leica.tif,cancer,par
129c077b,images/par/c077b_leica.svs,masks/par/c077b_leica.tif,benign,par
130c078,images/par/c078_leica.svs,masks/par/c078_leica.tif,benign,par
131c079a,images/par/c079a_leica.svs,masks/par/c079a_leica.tif,cancer,par
132c079b,images/par/c079b_leica.svs,masks/par/c079b_leica.tif,cancer,par
133c080a,images/par/c080a_leica.svs,masks/par/c080a_leica.tif,cancer,par
134c080b,images/par/c080b_leica.svs,masks/par/c080b_leica.tif,cancer,par
135c081a,images/par/c081a_leica.svs,masks/par/c081a_leica.tif,cancer,par
136c081b,images/par/c081b_leica.svs,masks/par/c081b_leica.tif,cancer,par
137c082,images/par/c082_leica.svs,masks/par/c082_leica.tif,cancer,par
138c083,images/par/c083_leica.svs,masks/par/c083_leica.tif,benign,par
139c084,images/par/c084_leica.svs,masks/par/c084_leica.tif,benign,par
140c085a,images/par/c085a_leica.svs,masks/par/c085a_leica.tif,benign,par
141c085b,images/par/c085b_leica.svs,masks/par/c085b_leica.tif,benign,par
142c086a,images/par/c086a_leica.svs,masks/par/c086a_leica.tif,cancer,par
143c086b,images/par/c086b_leica.svs,masks/par/c086b_leica.tif,cancer,par
144c087a,images/par/c087a_leica.svs,masks/par/c087a_leica.tif,benign,par
145c087b,images/par/c087b_leica.svs,masks/par/c087b_leica.tif,benign,par
146c088a,images/par/c088a_leica.svs,masks/par/c088a_leica.tif,benign,par
147c088b,images/par/c088b_leica.svs,masks/par/c088b_leica.tif,benign,par
148c089a,images/par/c089a_leica.svs,masks/par/c089a_leica.tif,benign,par
149c089b,images/par/c089b_leica.svs,masks/par/c089b_leica.tif,benign,par
150c090a,images/par/c090a_leica.svs,masks/par/c090a_leica.tif,benign,par
151c090b,images/par/c090b_leica.svs,masks/par/c090b_leica.tif,benign,par
152c091a,images/par/c091a_leica.svs,masks/par/c091a_leica.tif,cancer,par
153c091b,images/par/c091b_leica.svs,masks/par/c091b_leica.tif,cancer,par
154c092a,images/par/c092a_leica.svs,masks/par/c092a_leica.tif,cancer,par
155c092b,images/par/c092b_leica.svs,masks/par/c092b_leica.tif,cancer,par
156c093a,images/par/c093a_leica.svs,masks/par/c093a_leica.tif,cancer,par
157c093b,images/par/c093b_leica.svs,masks/par/c093b_leica.tif,cancer,par
158c094a,images/par/c094a_leica.svs,masks/par/c094a_leica.tif,benign,par
159c094b,images/par/c094b_leica.svs,masks/par/c094b_leica.tif,benign,par
160c095,images/par/c095_leica.svs,masks/par/c095_leica.tif,cancer,par
161c096a,images/par/c096a_leica.svs,masks/par/c096a_leica.tif,cancer,par
162c096b,images/par/c096b_leica.svs,masks/par/c096b_leica.tif,cancer,par
163c097a,images/par/c097a_leica.svs,masks/par/c097a_leica.tif,cancer,par
164c097b,images/par/c097b_leica.svs,masks/par/c097b_leica.tif,benign,par
165c098b,images/par/c098b_leica.svs,masks/par/c098b_leica.tif,cancer,par
166c099a,images/par/c099a_leica.svs,masks/par/c099a_leica.tif,benign,par
167c099b,images/par/c099b_leica.svs,masks/par/c099b_leica.tif,benign,par
168c100a,images/par/c100a_leica.svs,masks/par/c100a_leica.tif,cancer,par
169c100b,images/par/c100b_leica.svs,masks/par/c100b_leica.tif,cancer,par
170c101a,images/par/c101a_leica.svs,masks/par/c101a_leica.tif,benign,par
171c101b,images/par/c101b_leica.svs,masks/par/c101b_leica.tif,benign,par
172c102a,images/par/c102a_leica.svs,masks/par/c102a_leica.tif,cancer,par
173c102b,images/par/c102b_leica.svs,masks/par/c102b_leica.tif,cancer,par
174c103a,images/par/c103a_leica.svs,masks/par/c103a_leica.tif,benign,par
175c103b,images/par/c103b_leica.svs,masks/par/c103b_leica.tif,benign,par
176c104a,images/par/c104a_leica.svs,masks/par/c104a_leica.tif,cancer,par
177c104b,images/par/c104b_leica.svs,masks/par/c104b_leica.tif,cancer,par
178c105a,images/par/c105a_leica.svs,masks/par/c105a_leica.tif,benign,par
179c105b,images/par/c105b_leica.svs,masks/par/c105b_leica.tif,benign,par
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181c106b,images/par/c106b_leica.svs,masks/par/c106b_leica.tif,benign,par
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183c107b,images/par/c107b_leica.svs,masks/par/c107b_leica.tif,cancer,par
184c108a,images/par/c108a_leica.svs,masks/par/c108a_leica.tif,benign,par
185c108b,images/par/c108b_leica.svs,masks/par/c108b_leica.tif,benign,par
186c109a,images/par/c109a_leica.svs,masks/par/c109a_leica.tif,cancer,par
187c109b,images/par/c109b_leica.svs,masks/par/c109b_leica.tif,cancer,par
188c110a,images/par/c110a_leica.svs,masks/par/c110a_leica.tif,benign,par
189c110b,images/par/c110b_leica.svs,masks/par/c110b_leica.tif,benign,par
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193c112b,images/par/c112b_leica.svs,masks/par/c112b_leica.tif,cancer,par
194c113a,images/par/c113a_leica.svs,masks/par/c113a_leica.tif,cancer,par
195c113b,images/par/c113b_leica.svs,masks/par/c113b_leica.tif,cancer,par
196c114a,images/par/c114a_leica.svs,masks/par/c114a_leica.tif,cancer,par
197c114b,images/par/c114b_leica.svs,masks/par/c114b_leica.tif,benign,par
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199c116a,images/par/c116a_leica.svs,masks/par/c116a_leica.tif,cancer,par
200c116b,images/par/c116b_leica.svs,masks/par/c116b_leica.tif,benign,par
201c117a,images/par/c117a_leica.svs,masks/par/c117a_leica.tif,benign,par
202c117b,images/par/c117b_leica.svs,masks/par/c117b_leica.tif,benign,par
203c118a,images/par/c118a_leica.svs,masks/par/c118a_leica.tif,cancer,par
204c118b,images/par/c118b_leica.svs,masks/par/c118b_leica.tif,benign,par
205c119a,images/par/c119a_leica.svs,masks/par/c119a_leica.tif,benign,par
206c119b,images/par/c119b_leica.svs,masks/par/c119b_leica.tif,benign,par
207c120a,images/par/c120a_leica.svs,masks/par/c120a_leica.tif,cancer,par
208c120b,images/par/c120b_leica.svs,masks/par/c120b_leica.tif,benign,par
209c121a,images/par/c121a_leica.svs,masks/par/c121a_leica.tif,benign,par
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