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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 91 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Blood Transfusion 80% (train)

51.2VI Score

8

May 15, 2026

German 80% (train)

60VI

8

May 15, 2026

Australian 80% (train)

135.6VI

8

May 15, 2026

Thoracic Surgery UCI (test 20%)

4.5VI Score

8

May 15, 2026

Pima Indians Diabetes UCI (test 20%)

-237.9VI

8

May 15, 2026

Parkinsons UCI (test 20%)

9.06VI

8

May 15, 2026

Indian Liver Patient UCI (test 20%)

-198.45VI

8

May 15, 2026

Hepatitis UCI (test 20%)

5.66VI

8

May 15, 2026

Heart Failure UCI (test 20%)

5.1VI

8

May 15, 2026

Fertility UCI (test 20%)

6.6VI

8

May 15, 2026

Echocardiogram UCI (test 20%)

-0.1VI

8

May 15, 2026

Early Stage Diabetes UCI (test 20%)

39.6VI

8

May 15, 2026

Chronic Kidney UCI (test)

9.33VI

8

May 15, 2026

Breast Cancer UCI (test 20%)

10.04VI

8

May 15, 2026

Blood Transfusion UCI (test 20%)

-6.3VI

8

May 15, 2026

German UCI (test 20%)

10.52VI

8

May 15, 2026

Amazon/Yelp Spurious 90% (train)

99.99F1 Score

8

May 14, 2026

67.4Macro F1

8

May 13, 2026

64.5Macro F1

8

May 13, 2026

ogbg-molbace d=9

77Accuracy

8

May 13, 2026

PROTEINS full (d=32)

71.5Accuracy

8

May 13, 2026

FRANKENSTEIN (d=780)

59Accuracy

8

May 13, 2026

96.58Accuracy

8

May 13, 2026

98.88Accuracy

8

May 13, 2026

92.78Accuracy

8

May 13, 2026

Page 91 of 202

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