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Papers Benchmarks Datasets Tasks

Long-context Understanding research benchmarks – Page 6 · SOTA2 Research

Long-context Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RULER 1M context length

Nemotron-3-Nano-30B-A3B-Base

54.19RULER Score

2

Feb 26, 2026

RULER 512k context length

Nemotron-Nano-12B-v2-Base

75.12RULER Score

2

Feb 26, 2026

RULER 256k context length

Nemotron-Nano-12B-v2-Base

0.799RULER Score

2

Feb 26, 2026

RULER 128k context length

Nemotron-Nano-12B-v2-Base

85.13RULER Score

2

Feb 26, 2026

41.45LongBench Avg (25% KV)

1

Apr 1, 2026

LongBench baseline

6,711Avg Length (English Words)

1

Apr 1, 2026

Page 6 of 6

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