Results

The tables below present results for both challenge tracks with either the constrained language model (Ranking A) or the unconstrained language model (Ranking B).

Track 1, Ranking A (constrained LM)

Rank	Team	Paper	Dev	Eval
	USTC	[paper]	31.11	30.96
	Institute of Acoustics, CAS	[paper]	33.55	35.11
	STC-innovations Ltd, ITMO University	[paper]	33.53	35.79
	Toshiba Cambridge Research Laboratory	[paper]	35.89	37.54
	Qdreamer	[paper]	37.59	39.00
	Cloudwalk-XMU	[paper]	41.56	40.24
	Johns Hopkins University	[paper]	41.75	42.07
	OPPO	[paper]	41.99	42.41
	Brno University of Technology	[paper]	42.75	44.34
	Academia Sinica	[paper]	47.28	46.82
	IISC	[paper]	51.05	50.69
	Baseline	[paper]	51.8	51.3

[TOP]

Track 1, Ranking B (unconstrained LM)

Rank	Team	Paper	Dev	Eval
	Qdreamer	[paper]	35.96	37.46
	STC-innovations Ltd, ITMO University	[paper]	30.96	33.91
	Toshiba Cambridge Research Laboratory	[paper]	34.83	36.83
	OPPO	[paper]	41.18	42.02
	Johns Hopkins University	[paper]	40.27	40.47
	University of Science and Technology of China (USTC)	[paper]	30.78	30.51
	Brno University of Technology	[paper]	41.21	42.55
	Institute of Acoustics, CAS	[paper]	32.92	34.53
	CloudWalk-XMU	[paper]	40.25	39.62
	Baseline	[paper]	51.8	51.3

[TOP]

Track 2, Ranking A (constrained LM)

Rank	Team	Paper	Dev	Eval
	City University of New York	[paper]	76.05	72.74
	Paderborn University	[paper]	73.50	68.96
	STC-innovations Ltd, ITMO University	[paper]	41.56	44.49
	Cloudwalk-XMU	[paper]	77.52	72.52
	Johns Hopkins University	[paper]	68.29	68.26
	University of Science and Technology of China (USTC)	[paper]	68.22	68.48
	Brno University of Technology	[paper]	55.60	69.17
	Academia Sinica	[paper]	75.78	73.54
	Baseline	[paper]	84.3	77.9

[TOP]

Track 2, Ranking B (unconstrained LM)

Rank	Team	Paper	Dev	Eval
	STC-innovations Ltd, ITMO University	[paper]	39.56	42.67
	Johns Hopkins University	[paper]	67.76	67.51
	University of Science and Technology of China (USTC)	[paper]	68.15	68.42
	Paderborn University	[paper]	73.05	68.45
	Brno University of Technology	[paper]	55.15	69.04
	Baseline	[paper]	84.3	77.9