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ResearchFormerly WizWand

Multi-label Bioacoustics on nes

26.36mAPBEATs
2.32568.565314.80521.0447Sep 29, 2025
Updated 5mo ago

Evaluation results

MethodLinks
BEATsBackbone=BEATs, Probe Type=Token Map (Proto.), Probe=proto2025.0926.36
A-MAEBackbone=A-MAE, Probe Type=Token Map (Proto.), Probe=protobin2025.0925.98
A-MAEBackbone=A-MAE, Probe Type=Token Map (Proto.), Probe=proto2025.0925.83
SSLAM+Backbone=SSLAM+, Probe Type=Token Map (Proto.), Probe=proto2025.0925.65
SSLAM+Backbone=SSLAM+, Probe Type=Token Map (Proto.), Probe=protobin2025.0925.54
BEATsBackbone=BEATs, Probe Type=Token Map (Proto.), Probe=protobin2025.0925.07
EAT+Backbone=EAT+, Probe Type=Token Map (Proto.), Probe=proto2025.0924.79
BEATs+Backbone=BEATs+, Probe Type=Token Map (Proto.), Probe=proto2025.0924.54
BEATs+Backbone=BEATs+, Probe Type=Token Map (Proto.), Probe=protobin2025.0923.47
EAT+Backbone=EAT+, Probe Type=Token Map (Proto.), Probe=protobin2025.0923.45
EATBackbone=EAT, Probe Type=Token Map (Proto.), Probe=protobin2025.0922.03
SSLAMBackbone=SSLAM, Probe Type=Token Map (Proto.), Probe=protobin2025.0921.93
SSLAMBackbone=SSLAM, Probe Type=Token Map (Proto.), Probe=proto2025.0921.65
EATBackbone=EAT, Probe Type=Token Map (Proto.), Probe=proto2025.0921.18
DashengBackbone=Dasheng, Probe Type=Token Map (Proto.), Probe=protobin2025.0918.79
A-MAEBackbone=A-MAE, Probe Type=Token Map (Att.), Probe=mhca2025.0918.52
SSLAM+Backbone=SSLAM+, Probe Type=Token Map (Att.), Probe=mhca2025.0918.25
SSLAMBackbone=SSLAM, Probe Type=Token Map (Att.), Probe=mhca2025.0917.82
EAT+Backbone=EAT+, Probe Type=Token Map (Att.), Probe=mhca2025.0917.71
DashengBackbone=Dasheng, Probe Type=Token Map (Proto.), Probe=proto2025.0917.22
BEATs+Backbone=BEATs+, Probe Type=Token Map (Att.), Probe=mhca2025.0916.91
EATBackbone=EAT, Probe Type=Token Map (Att.), Probe=mhca2025.0916.77
A-MAEBackbone=A-MAE, Probe Type=Token Map (Att.), Probe=ep2025.0916.64
BEATsBackbone=BEATs, Probe Type=Token Map (Att.), Probe=mhca2025.0916.36
SSLAMBackbone=SSLAM, Probe Type=Token Map (Att.), Probe=ep2025.0914.98
SSLAM+Backbone=SSLAM+, Probe Type=[cls] Baseline, Probe=mlp2025.0914.58
EAT+Backbone=EAT+, Probe Type=[cls] Baseline, Probe=mlp2025.0914.06
EATBackbone=EAT, Probe Type=Token Map (Att.), Probe=ep2025.0913.79
EAT+Backbone=EAT+, Probe Type=Token Map (Att.), Probe=ep2025.0913.67
SSLAM+Backbone=SSLAM+, Probe Type=Token Map (Att.), Probe=ep2025.0913.65
EAT+Backbone=EAT+, Probe Type=[cls] Baseline, Probe=linear2025.0913.49
SSLAM+Backbone=SSLAM+, Probe Type=[cls] Baseline, Probe=linear2025.0912.82
DashengBackbone=Dasheng, Probe Type=Token Map (Att.), Probe=mhca2025.0912.48
DashengBackbone=Dasheng, Probe Type=Token Map (Att.), Probe=ep2025.0912.08
BEATs+Backbone=BEATs+, Probe Type=Token Map (Att.), Probe=ep2025.0912.07
BEATs+Backbone=BEATs+, Probe Type=[cls] Baseline, Probe=mlp2025.0911.85
BEATs+Backbone=BEATs+, Probe Type=[cls] Baseline, Probe=linear2025.0911.43
BEATsBackbone=BEATs, Probe Type=Token Map (Att.), Probe=ep2025.0911.22
ASiTBackbone=ASiT, Probe Type=Token Map (Proto.), Probe=protobin2025.099.67
BEATsBackbone=BEATs, Probe Type=[cls] Baseline, Probe=mlp2025.099.52
ASiTBackbone=ASiT, Probe Type=Token Map (Proto.), Probe=proto2025.099.25
BEATsBackbone=BEATs, Probe Type=[cls] Baseline, Probe=linear2025.099.09
EATBackbone=EAT, Probe Type=[cls] Baseline, Probe=mlp2025.098.78
EATBackbone=EAT, Probe Type=[cls] Baseline, Probe=linear2025.097.88
SSLAMBackbone=SSLAM, Probe Type=[cls] Baseline, Probe=mlp2025.096.73
ASiTBackbone=ASiT, Probe Type=Token Map (Att.), Probe=mhca2025.096.13
SSLAMBackbone=SSLAM, Probe Type=[cls] Baseline, Probe=linear2025.095.66
DashengBackbone=Dasheng, Probe Type=[cls] Baseline, Probe=linear2025.095.64
ASiTBackbone=ASiT, Probe Type=Token Map (Att.), Probe=ep2025.095.48
ASiTBackbone=ASiT, Probe Type=[cls] Baseline, Probe=mlp2025.094.93
DashengBackbone=Dasheng, Probe Type=[cls] Baseline, Probe=mlp2025.094.21
ASiTBackbone=ASiT, Probe Type=[cls] Baseline, Probe=linear2025.093.83
A-MAEBackbone=A-MAE, Probe Type=[cls] Baseline, Probe=linear2025.093.45
A-MAEBackbone=A-MAE, Probe Type=[cls] Baseline, Probe=mlp2025.093.25