Dialog State Tracking on SpokenWoz (test)

45.52JGA

Full Spoken Context + Gemma2-9B-Instruct

Updated 1mo ago

Evaluation Results

Method	Links
Full Spoken Context + Gemma2-9B-Instruct 2025.10		45.52
Compressed Spoken Context + Gemma2-9B-Instruct 2025.10		43.16
Joint Speech and Text E2E DST 2025.11		43
Joint Speech and Text E2E DST 2025.11		42.6
Joint Speech and Text E2E DST 2025.11		42.2
WavLM + conn. + Gemma2-9B-Instruct 2025.10		42.17
Joint Speech and Text E2E DST 2025.11		41
Joint Speech and Text E2E DST 2025.11		40.3
Full Spoken Context 2025.10		39.32
Joint Speech and Text E2E DST 2025.11		37.4
Compressed Spoken Context 2025.10		36.49
Joint Speech and Text E2E DST 2025.11		36.3
Joint Speech and Text E2E DST 2025.11		35.6
Joint Speech and Text E2E DST 2025.11		34.9
WavLM + conn. + OLMo-1B 2025.10		34.66
Joint Speech and Text E2E DST 2025.11		34.1
OLMo-1B [7] 2025.11		32.1
Joint Speech and Text E2E DST 2025.11		30.9
Joint Speech and Text E2E DST 2025.11		29.3
UBAR + GenWOZ 2025.10		25.9
SPACE+WavLMalign 2025.10		25.65
E2E (Whisper+T5) 2025.10		24.1
SPECTRA 2023.05		21.96
SPACE+WavLM+TripPy 2023.05		20.9
Joint Speech and Text E2E DST 2025.11		20.7
Joint Speech and Text E2E DST 2025.11		19.8
Joint Speech and Text E2E DST 2025.11		18.9
Joint Speech and Text E2E DST 2025.11		18.7