SOTA Speaker Diarization benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
CALLHOME (test)	Entropy	DER (%)6.806	33	1mo ago
NIST SRE CALLHOME 2000 (Disk-8)	UIS-RNN	DER (%)7.6	22	1mo ago
CallHome 2-spks with 0.25s collar tolerance (test)		DER (%)9.01	21	1mo ago
AISHELL-4		DER (%)1.6	20	1mo ago
AMI		DER3.6	15	1mo ago
AMI, AliMeeting, AISHELL-4, NOTSOFAR-1 Macro-average (test)		Macro DER4.9	14	1mo ago
AliMeeting (test)	TSVAD	DER0.0559	13	1mo ago
CALLHOME	WavLM Large & EEND-vector clustering	DER (2 speakers)6.46	11	1mo ago
NIST-SRE 2000		DER (%)4.42	11	1mo ago
AMI MixHeadset	TitaNet-L	DER (%)1.73	10	1mo ago
NOTSOFAR-1		DER8.2	9	1mo ago
AliMeeting		DER6	9	1mo ago
RAMC	Hyper-SD	DER6.48	9	1mo ago
Simulated speech mixtures β = 2 (test)	SA-EEND	DER7.91	9	1mo ago
AMI Lapel	TitaNet-M	DER1.99	8	1mo ago
NIST SRE CALLHOME 2000 (test)		Confusion Error9.9	8	1mo ago
CH109	TitaNet-S	DER1.11	7	1mo ago
SubtitleSD English (test)	CineSRD	DER0.0893	6	1mo ago
SubtitleSD Chinese-Hard (test)	CineSRD	DER9.47	6	1mo ago
SubtitleSD Chinese (test)	CineSRD	Diarization Error Rate (DER)7.561	6	1mo ago
AVA-AVD	CineSRD (SC)	DER18.98	6	1mo ago
VoxConverse	Hyper-SD	DER5.21	6	1mo ago
MSDWild	Hyper-SD	DER4.79	6	1mo ago
AliMeeting	Hyper-SD	DER4.59	6	1mo ago
AliMeeting far	State-of-the-art [34]	DER13.2	6	1mo ago

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