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Papers Benchmarks Datasets Tasks

Rank Aggregation research benchmarks · SOTA2 Research

Rank Aggregation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic Rankings jiggling 10k

823.15Objective Score

7

Mar 17, 2026

Synthetic repeat 10k rankings

1,349.42Objective Value

7

Mar 17, 2026

Synthetic rankings random 2k

1,980.13Objective Score

7

Mar 17, 2026

Mallows model with adversarial contamination reversed ranking

0Delta Loss (PbN)

6

May 14, 2026

Mallows model 30% random contamination N=100, n=8, phi=0.5, epsilon=0.3

0Excess Risk

6

May 14, 2026

Real-world country ranking dataset

997.63Kemeny Distance

6

Mar 17, 2026

Popular datasets

Synthetic rankings Real-world country ranking dataset Mallows model Mallows model with adversarial contamination

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