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Papers Benchmarks Datasets Tasks

Lip-reading research benchmarks · SOTA2 Research

Lip-reading

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LRW-1000 (test)

Refined Network (SE+MixUp+Cosine LR+LS+WB)

55.7Accuracy

50

Feb 26, 2026

14.6WER

39

Jun 2, 2026

Transcription Alignment

94.8Top-1 Accuracy

37

Feb 26, 2026

17WER

20

Jun 2, 2026

LRS3 1.0 (test)

AV-HuBERT + relaxed cross attention

25.51WER

19

Feb 26, 2026

1.09WER

18

Feb 26, 2026

0Model Params

17

Feb 26, 2026

LRW original (test)

88.5Top-1 Accuracy

14

Feb 26, 2026

LRW Word-level (test)

Stafylakis et al. (WB)

88.8Accuracy

13

Feb 26, 2026

21.49CER

11

Feb 26, 2026

Multi-modality Associative Bridging

85.4Word Accuracy

8

Feb 26, 2026

CMLR 1.0 (test)

3.9CER

7

Feb 26, 2026

P3D-based visual front-end

84.8Accuracy

6

Feb 26, 2026

Popular datasets

LRW LRS3 CMLR Grid LRS2

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