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ResearchFormerly WizWand

Multi-label Bioacoustics on uhh

17.27mAPBEATs+
3.76047.267710.77514.2823Sep 29, 2025
Updated 5mo ago

Evaluation results

MethodLinks
BEATs+Backbone=BEATs+, Probe Type=Token Map (Proto.), Probe=protobin2025.0917.27
BEATs+Backbone=BEATs+, Probe Type=Token Map (Proto.), Probe=proto2025.0915.02
SSLAM+Backbone=SSLAM+, Probe Type=Token Map (Proto.), Probe=proto2025.0913.54
BEATs+Backbone=BEATs+, Probe Type=Token Map (Att.), Probe=mhca2025.0913.47
EAT+Backbone=EAT+, Probe Type=Token Map (Proto.), Probe=protobin2025.0913.07
EAT+Backbone=EAT+, Probe Type=Token Map (Proto.), Probe=proto2025.0913
A-MAEBackbone=A-MAE, Probe Type=Token Map (Proto.), Probe=protobin2025.0912.57
SSLAM+Backbone=SSLAM+, Probe Type=Token Map (Proto.), Probe=protobin2025.0912.46
A-MAEBackbone=A-MAE, Probe Type=Token Map (Proto.), Probe=proto2025.0912.17
BEATsBackbone=BEATs, Probe Type=Token Map (Proto.), Probe=proto2025.0912.11
BEATsBackbone=BEATs, Probe Type=Token Map (Proto.), Probe=protobin2025.0912.03
SSLAMBackbone=SSLAM, Probe Type=Token Map (Proto.), Probe=proto2025.0911.43
EATBackbone=EAT, Probe Type=Token Map (Proto.), Probe=protobin2025.0911.34
SSLAM+Backbone=SSLAM+, Probe Type=[cls] Baseline, Probe=mlp2025.0911.2
EATBackbone=EAT, Probe Type=Token Map (Att.), Probe=mhca2025.0910.98
BEATsBackbone=BEATs, Probe Type=[cls] Baseline, Probe=mlp2025.0910.74
A-MAEBackbone=A-MAE, Probe Type=Token Map (Att.), Probe=mhca2025.0910.7
EAT+Backbone=EAT+, Probe Type=Token Map (Att.), Probe=mhca2025.0910.68
SSLAMBackbone=SSLAM, Probe Type=Token Map (Att.), Probe=mhca2025.0910.6
SSLAMBackbone=SSLAM, Probe Type=Token Map (Proto.), Probe=protobin2025.0910.56
EAT+Backbone=EAT+, Probe Type=[cls] Baseline, Probe=mlp2025.0910.32
SSLAM+Backbone=SSLAM+, Probe Type=[cls] Baseline, Probe=linear2025.0910.3
BEATsBackbone=BEATs, Probe Type=Token Map (Att.), Probe=mhca2025.0910.21
EAT+Backbone=EAT+, Probe Type=[cls] Baseline, Probe=linear2025.0910.12
BEATs+Backbone=BEATs+, Probe Type=[cls] Baseline, Probe=mlp2025.0910.1
DashengBackbone=Dasheng, Probe Type=Token Map (Proto.), Probe=protobin2025.0910.1
EAT+Backbone=EAT+, Probe Type=Token Map (Att.), Probe=ep2025.099.95
SSLAM+Backbone=SSLAM+, Probe Type=Token Map (Att.), Probe=mhca2025.099.78
BEATsBackbone=BEATs, Probe Type=[cls] Baseline, Probe=linear2025.099.74
BEATs+Backbone=BEATs+, Probe Type=Token Map (Att.), Probe=ep2025.099.71
EATBackbone=EAT, Probe Type=Token Map (Att.), Probe=ep2025.099.55
EATBackbone=EAT, Probe Type=[cls] Baseline, Probe=linear2025.099.32
SSLAM+Backbone=SSLAM+, Probe Type=Token Map (Att.), Probe=ep2025.099.07
EATBackbone=EAT, Probe Type=[cls] Baseline, Probe=mlp2025.099.06
BEATs+Backbone=BEATs+, Probe Type=[cls] Baseline, Probe=linear2025.098.95
EATBackbone=EAT, Probe Type=Token Map (Proto.), Probe=proto2025.098.67
SSLAMBackbone=SSLAM, Probe Type=Token Map (Att.), Probe=ep2025.098.61
SSLAMBackbone=SSLAM, Probe Type=[cls] Baseline, Probe=mlp2025.098.51
A-MAEBackbone=A-MAE, Probe Type=Token Map (Att.), Probe=ep2025.098.42
DashengBackbone=Dasheng, Probe Type=Token Map (Proto.), Probe=proto2025.097.99
BEATsBackbone=BEATs, Probe Type=Token Map (Att.), Probe=ep2025.097.93
DashengBackbone=Dasheng, Probe Type=Token Map (Att.), Probe=mhca2025.097.78
SSLAMBackbone=SSLAM, Probe Type=[cls] Baseline, Probe=linear2025.097.36
ASiTBackbone=ASiT, Probe Type=Token Map (Proto.), Probe=proto2025.096.94
ASiTBackbone=ASiT, Probe Type=Token Map (Att.), Probe=mhca2025.096.67
ASiTBackbone=ASiT, Probe Type=[cls] Baseline, Probe=mlp2025.096.65
DashengBackbone=Dasheng, Probe Type=Token Map (Att.), Probe=ep2025.096.57
ASiTBackbone=ASiT, Probe Type=Token Map (Proto.), Probe=protobin2025.096.12
ASiTBackbone=ASiT, Probe Type=Token Map (Att.), Probe=ep2025.096.04
ASiTBackbone=ASiT, Probe Type=[cls] Baseline, Probe=linear2025.095.44
DashengBackbone=Dasheng, Probe Type=[cls] Baseline, Probe=mlp2025.095.12
DashengBackbone=Dasheng, Probe Type=[cls] Baseline, Probe=linear2025.095.09
A-MAEBackbone=A-MAE, Probe Type=[cls] Baseline, Probe=linear2025.094.88
A-MAEBackbone=A-MAE, Probe Type=[cls] Baseline, Probe=mlp2025.094.28