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Papers Benchmarks Datasets Tasks

Multi-Query Associative Recall research benchmarks · SOTA2 Research

Multi-Query Associative Recall

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Transport-MQAR length 4096

StructGen-Split

11Coordinate Accuracy

7

Jul 7, 2026

MQAR npairs=24 (held-out)

1MQAR (held-out) Seed 42 Score

4

May 13, 2026

MQAR seq=128, kv=32

MLP-λ (softplus)

57.9Mean Accuracy

3

May 11, 2026

MQAR seq=128, kv=16

MLP-λ (softmax)

67Mean Accuracy

3

May 11, 2026

MQAR seq=128, kv=8

MLP-λ (softmax)

66.8Mean Accuracy

3

May 11, 2026

MQAR seq=128, kv=4

MLP-λ (softplus)

67Mean Accuracy

3

May 11, 2026

17.3Accuracy (MQAR Hard)

2

Apr 3, 2026

100Accuracy

2

Apr 3, 2026

100Accuracy

2

Apr 3, 2026

Popular datasets

MQAR Transport-MQAR

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