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ResearchFormerly WizWand

Audio Classification on AudioSet 20k (train test)

31.67mAPprotobin
7.427613.721320.01526.3087Sep 29, 2025
Updated 5mo ago

Evaluation results

MethodLinks
protobinBackbone=EAT, Input Category=Token Map (Prot), Pooling Method=protobin2025.0931.67
protobinBackbone=BEATs, Input Category=Token Map (Prot), Pooling Method=protobin2025.0931.54
protobinBackbone=SSLAM, Input Category=Token Map (Prot), Pooling Method=protobin2025.0930.94
protobinBackbone=Dasheng, Input Category=Token Map (Prot), Pooling Method=protobin2025.0929.94
protobinBackbone=A-MAE, Input Category=Token Map (Prot), Pooling Method=protobin2025.0922.32
protoBackbone=ASiT, Input Category=Token Map (Prot), Pooling Method=proto2025.0921.89
protoBackbone=A-MAE, Input Category=Token Map (Prot), Pooling Method=proto2025.0921.61
protobinBackbone=ASiT, Input Category=Token Map (Prot), Pooling Method=protobin2025.0920.96
mlpBackbone=ASiT, Input Category=[cls] Baseline, Pooling Method=mlp2025.0919.16
linearBackbone=ASiT, Input Category=[cls] Baseline, Pooling Method=linear2025.0918.35
mhcaBackbone=A-MAE, Input Category=Token Map (Att.), Pooling Method=mhca2025.0917.09
epBackbone=A-MAE, Input Category=Token Map (Att.), Pooling Method=ep2025.0917.03
linpreBackbone=A-MAE, Input Category=Token Map, Pooling Method=linpre2025.0916.49
simpoolBackbone=A-MAE, Input Category=Token Map (Att.), Pooling Method=simpool2025.0914.69
abmilpBackbone=A-MAE, Input Category=Token Map (Att.), Pooling Method=abmilp2025.0914.24
convBackbone=A-MAE, Input Category=Token Map, Pooling Method=conv2025.0911.87
linearcBackbone=A-MAE, Input Category=Token Map, Pooling Method=linearc2025.099.66
mlpBackbone=A-MAE, Input Category=[cls] Baseline, Pooling Method=mlp2025.098.77
linearBackbone=A-MAE, Input Category=[cls] Baseline, Pooling Method=linear2025.098.36