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Root Cause Analysis research benchmarks – Page 4 · SOTA2 Research

Root Cause Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

11.99F1 Score

4

Apr 30, 2026

56.9CW@3

4

Apr 21, 2026

95.6Top@3R

4

Apr 21, 2026

53.7Top@3R

4

Apr 21, 2026

100Success Rate (SR)

4

Mar 10, 2026

Train Ticket (MEM)

87AVG@5

3

Jul 2, 2026

Train Ticket LOSS

50AVG@5

3

Jul 2, 2026

Train Ticket DISK

100AVG@5

3

Jul 2, 2026

Train Ticket CPU

52AVG@5

3

Jul 2, 2026

104-event dataset

101Pass@1 Count

3

Apr 30, 2026

44Avg@5

2

Jul 2, 2026

Page 4 of 4

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