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Automatic Piano Transcription on MAESTRO v3.0.0 (test)

93.48Note F1 Score (w/ Offset)

Transkun (w/o incomplete events)

Updated 4d ago

Evaluation Results

Method
Transkun (w/o incomplete events) 2024.04	93.48	-	-	-	-	-	-	94.66	92.36	94.12	91.83	92.95	98.3	95.76	94.46	95.07	99.56	97.1
Transkun 2024.04	93.48	-	-	-	-	-	-	94.61	92.39	94.07	91.87	92.94	98.32	95.75	95.01	95.35	99.53	97.16
Transkun (with MLP kqb mapping) 2024.04	93.12	-	-	-	-	-	-	94.39	91.92	93.84	91.4	92.59	98.19	95.66	94.79	95.2	99.54	96.91
hFT-Transformer 2023.07	90.53	92.82	93.66	93.24	99.64	95.44	97.44	92.52	88.69	91.43	87.67	89.48	-	-	-	-	-	-
hFT-Transformer 2023.07	90.53	92.82	93.66	93.24	99.64	95.44	97.44	92.52	88.69	91.43	87.67	89.48	-	-	-	-	-	-
hFT (reported) 2024.04	90.53	-	-	-	-	-	-	92.52	88.69	91.43	87.67	89.48	97.44	92.82	93.66	93.24	99.64	95.44
Transkun (with scoring method in [2]) 2024.04	90.43	-	-	-	-	-	-	91.69	89.23	91.08	88.64	89.83	97.23	93.79	92.4	93.06	98.61	95.92
hFT-Transformer 2023.07	90.32	92.62	93.43	93.02	99.62	95.41	97.43	92.32	88.48	91.21	87.44	89.25	-	-	-	-	-	-
hFT-Transformer 2023.07	90.32	92.62	93.43	93.02	99.62	95.41	97.43	92.32	88.48	91.21	87.44	89.25	-	-	-	-	-	-
hFT 2024.04	90.23	-	-	-	-	-	-	92.22	88.4	91.21	87.44	89.24	97.43	95.37	90.82	92.93	99.62	95.41
Semi-CRFs 2023.07	88.42	93.79	88.36	90.75	98.69	93.96	96.11	90.79	86.46	89.78	85.51	87.44	-	-	-	-	-	-
Semi-CRFs 2023.07	88.42	93.79	88.36	90.75	98.69	93.96	96.11	90.79	86.46	89.78	85.51	87.44	-	-	-	-	-	-
SemiCRF 2024.04	88.42	-	-	-	-	-	-	90.79	86.46	89.78	85.51	87.44	96.11	93.79	88.36	90.75	98.69	93.96
Seq2Seq 2023.07	83.94	-	-	-	-	-	96.01	-	-	-	-	82.75	-	-	-	-	-	-
Seq2Seq 2023.07	83.94	-	-	-	-	-	96.01	-	-	-	-	82.75	-	-	-	-	-	-
HPPNet-sp 2023.07	83.8	92.79	93.59	93.15	98.45	95.95	97.18	84.88	82.76	83.29	81.24	82.24	-	-	-	-	-	-
HPPNet-sp 2023.07	83.8	92.79	93.59	93.15	98.45	95.95	97.18	84.88	82.76	83.29	81.24	82.24	-	-	-	-	-	-
HPT-T 2023.07	83.2	-	-	90.09	97.88	96.72	96.77	84.13	82.31	82.85	81.07	81.9	-	-	-	-	-	-
HPT-T 2023.07	83.2	-	-	90.09	97.88	96.72	96.77	84.13	82.31	82.85	81.07	81.9	-	-	-	-	-	-
YMT3 2024.07	-	-	-	-	-	-	-	-	-	-	-	-	94.78	-	-	-	-	-
YPTF.MOE+M 2024.07	-	-	-	-	-	-	-	-	-	-	-	-	96.98	-	-	-	-	-
Hawthorne et al. 2024.07	-	-	-	-	-	-	-	-	-	-	-	-	97.44	-	-	-	-	-