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ResearchFormerly WizWand

PBC

Benchmarks

TaskDatasetSOTA resultTrendResults

Survival Analysis

PBC

0.993C-index

26

Survival Analysis

PBC (test)

0.09IBS (Primary)

18

Pathological Image Classification

PBC

99.56Accuracy

12

WBC type classification

PBC (in-domain)

99.78F1 Score

12

Survival analysis

PBC (train)

0.841C-index

9

Concept Classification

PBC (WBC)

91.92F1 Score

8

Image Classification

PBC

94Accuracy

7

Diagnosis Classification

PBC WBC

0.998Accuracy

7

SGOT prediction

PBC (test)

0.13MSE

6

Bilirubin prediction

PBC (test)

0.372MSE

6

Alkaline Phosphatase prediction

PBC (test)

0.167MSE

6

Survival Subtype Discovery

PBC

316.42LogRank Statistic

6

Cell classification

PBC

99.7Macro F1

4

Patch-level evaluation

PBC dataset

99.93AP

3

Survival Analysis

pbc3

80.98C-index

2

Region-level evaluation

PBC datasets

83.86ARI

2