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Benchmarks
Intent Detection on SLURP
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89.16
Accuracy
ML-LMCL
55.308
64.0965
72.885
81.6735
Nov 19, 2023
Apr 1, 2024
Aug 14, 2024
Dec 27, 2024
May 11, 2025
Sep 23, 2025
Feb 5, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
ML-LMCL
manual transcripts=true
2023.11
89.16
ML-LMCL
manual transcripts=false
2023.11
88.52
SpokenCSE
manual transcripts=true
2023.11
85.64
SpokenCSE
manual transcripts=false
2023.11
85.26
SimCSE
manual transcripts=true
2023.11
84.88
SimCSE
manual transcripts=false
2023.11
84.47
RoBERTa
manual transcripts=true
2023.11
84.42
Phoneme-BERT
manual transcripts=true
2023.11
84.16
RoBERTa
manual transcripts=false
2023.11
83.97
Phoneme-BERT
manual transcripts=false
2023.11
83.78
STACodec
Bitrate (kbps)=4.0, Se...
2026.02
74.21
STACodec
Bitrate (kbps)=4.0, Se...
2026.02
70.81
X-Codec
Bitrate (kbps)=4.0, Se...
2026.02
66.49
STACodec-SPD
Bitrate (kbps)=4.0, Se...
2026.02
64.31
PAST
Bitrate (kbps)=4.0, Se...
2026.02
59.5
SpeechTokenizer
Bitrate (kbps)=4.0, Se...
2026.02
56.61
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