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Speaker Verification on VoxCeleb1 Hard Cleaned

0.0099EER

ECAPA-TDNN (C=512)

Updated 4d ago

Evaluation Results

Method
ECAPA-TDNN (C=512) 2025.12	0.0099	-	-	-
ReDimNet-B6_SF2 2024.07	0.01	0.097	-	-
LAP (h=16) + ASTP 2025.12	0.0101	-	0.099	0.061
ReDimNet-B5_SF2 2024.07	0.0105	0.095	-	-
ReDimNet-B6_SF2 2024.07	0.0105	0.104	-	-
ReDimNet-B5_SF2 2024.07	0.0108	0.102	-	-
ECAPA2 2024.07	0.0115	0.114	-	-
ReDimNet-B4 2024.07	0.0117	0.111	-	-
ReDimNet-B3 2024.07	0.0123	0.121	-	-
ReDimNet-B4 2024.07	0.0126	0.123	-	-
ReDimNet-B2_SF2 2024.07	0.0127	0.128	-	-
ResNet293 2024.07	0.013	0.127	-	-
ReDimNet-B2_SF2 2024.07	0.0132	0.133	-	-
ReDimNet-B3 2024.07	0.0133	0.135	-	-
Gemini DF-ResNet183 2024.07	0.0144	0.137	-	-
DF-ResNet233 2024.07	0.0144	0.146	-	-
Gemini DF-ResNet114 2024.07	0.0149	0.144	-	-
LAP (h=12) + ASTP 2025.12	0.0149	-	0.146	0.086
ReDimNet-B1 2024.07	0.0157	0.154	-	-
DBE (C=512) 2025.12	0.0164	-	0.166	-
CAM++ 2024.07	0.0166	0.165	-	-
ResNet34 2024.07	0.0168	0.161	-	-
MHFA (64 heads) 2025.12	0.017	-	0.163	0.101
LAP (h=12) + ASTP 2025.12	0.0172	-	0.162	0.101
ReDimNet-B1 2024.07	0.0173	0.166	-	-
MHFA (64 heads) 2025.12	0.0173	-	0.177	0.107
ECAPA-TDNN (C=512) 2025.12	0.0176	-	-	-
Gemini DF-ResNet60 2024.07	0.018	0.166	-	-
NeXt-TDNN (C=256, B=3) 2024.07	0.0182	0.182	-	-
NeXt-TDNN (C=256, B=3) 2025.12	0.0182	-	0.182	-
NeXt-TDNN-1 (C=256, B=3) 2024.07	0.0186	0.184	-	-
ECAPA-TDNN (C=512)† 2025.12	0.0193	-	0.195	0.12
NeXt-TDNN (C=128, B=3) 2024.07	0.0198	0.19	-	-
DF-ResNet56 2024.07	0.0199	0.184	-	-
ReDimNet-B0 2024.07	0.0201	0.184	-	-
ECAPA (C=1024) 2024.07	0.0209	0.204	-	-
NeXt-TDNN-1 (C=128, B=3) 2024.07	0.0212	0.201	-	-
ECAPA-TDNN (C=1024) 2025.12	0.0212	-	0.21	-
ReDimNet-B0 2024.07	0.022	0.207	-	-
ECAPA (C=512) 2024.07	0.022	0.205	-	-
MHFA 2025.12	0.0227	-	0.231	0.142
x-vector† 2025.12	0.0408	-	0.514	0.304
x-vector† 2025.12	0.0422	-	0.544	0.315
x-vector† 2025.12	0.047	-	0.51	0.317
x-vector† 2025.12	0.0655	-	0.512	0.36