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Papers Benchmarks Datasets Tasks

Neighborhood Attention Forward Pass research benchmarks · SOTA2 Research

Neighborhood Attention Forward Pass

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NATTEN Problem Set 2-dimensional (test)

Fused Neighborhood Attention

99.3FMHA Match/Outperform Rate (Self Attn)

6

Feb 26, 2026

NATTEN Problem Set 1-dimensional (test)

Fused neighborhood attention

100FMHA % Matched/Outperformed (NATTEN 1D)

6

Feb 26, 2026

NATTEN Problem Set 3-dimensional (test)

Fused Neighborhood Attention

98.6FMHA Attn Match Rate

4

Feb 26, 2026

Popular datasets

NATTEN Problem Set

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