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Language modelling research benchmarks · SOTA2 Research

Language modelling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

20.86Perplexity

206

Jul 3, 2026

Explanatory sentences

BERT-TransCONV (+ addition QKV)

65BLEU

19

Feb 26, 2026

Mathematical expression EVAL (test)

100Exact Match

19

Feb 26, 2026

Mathematical expression VAR-SWAP (test)

0Exact Match

7

Feb 26, 2026

Mathematical expression EASY (test)

BERT-TransCONV (+ addition QKV)

90Exact Match

4

Feb 26, 2026

Mathematical expression LEN (test)

14Exact Match

3

Feb 26, 2026

Mathematical expression EQ-CONV (test)

0Exact Match

3

Feb 26, 2026

Popular datasets

Mathematical expression LM1B Explanatory sentences

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