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Papers Benchmarks Datasets Tasks

Semantic Evaluation research benchmarks · SOTA2 Research

Semantic Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3.32Perplexity (PPL0)

4

Mar 24, 2026

In-house dataset Music

4.14PPL0

4

Mar 24, 2026

OmniCodec-8L-FT

8.42PPL (Initial)

4

Mar 24, 2026

Popular datasets

AudioSet In-house dataset Emilia

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