Automatic Speech Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
LibriSpeech clean (test)	United-MedASR	WER0.98	1,207	1d ago
LibriSpeech (test-other)		WER1.6	1,206	1d ago
LibriSpeech (dev-other)	Qwen3-Omni-Inst	WER2.1	486	1d ago
LibriSpeech (dev-clean)	Step-Audio2-mini	WER (%)1.06	340	1mo ago
NKI-RUG-UMCG (patient speakers)	Whisper LoRA (+ VTLP)	WER12.9	128	16d ago
LibriSpeech (other)		WER2.42	123	6d ago
LibriSpeech clean	ERNIE 5.0	WER1.16	107	6d ago
AISHELL-1 (test)	FireRedASR2-AED	CER0.57	105	5d ago
LibriSpeech (test-clean)		WER0.6	96	1d ago
LibriSpeech 960h (test-other)	w2v-BERT XXL	WER2.5	88	3mo ago
OpenASR	Unified DM + MCR-RNNT 0.6B (larger right cont.)	Average WER5.76	82	1mo ago
WenetSpeech Meeting (test)	FireRedASR-LLM	CER4.67	78	9d ago
LibriSpeech 960h (test-clean)	SPEARs+a XLarge	WER0.016	60	3mo ago
TED-LIUM3 (test)	Ours.small	WER0.039	59	2mo ago
LRS3 (test)	Llama-AVSR	WER (%)0.79	58	2mo ago
WenetSpeech Net (test)	FireRedASR-LLM	CER4.6	57	2mo ago
AISHELL-1 (dev)	NIM4-ASR	CER0.43	57	1mo ago
Fleurs	FAMCONN	WER0.1058	56	2mo ago
LibriSpeech 960h (dev-other)	w2v-BERT XXL	WER2.4	56	5d ago
AISHELL-1	FireRed-ASR	CER0.54	55	6d ago
MyST children's speech corpus (test)	GRAPAM	WER9.36	54	3mo ago
Arabic dataset	Standard Transformer ASR	Deletions Count0	51	6d ago
FLEURS en	Qwen3-Omni-A3B-Instruct	WER2.72	49	8d ago
LibriSpeech Psychoacoustic attack	CTC-FP32	WER0	48	2mo ago
LibriSpeech C&W attack	CTC-FP32	WER0	48	2mo ago

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