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ResearchFormerly WizWand

Sound Probing on Sound Probing v1 (test)

4A@1Contrastive Probe
0.881.692.53.31Feb 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Contrastive ProbeAudio Model=PaSST, Language Model=GPT-2 XL, Embedding Type=Language Embedding2024.02425
Contrastive ProbeAudio Model=PaSST, Language Model=LLaMA-7B, Embedding Type=Language Embedding2024.02424
Contrastive ProbeAudio Model=PaSST, Language Model=BERT Large, Embedding Type=Language Embedding2024.02320
Contrastive ProbeAudio Model=PaSST, Language Model=GloVe CC-840B, Embedding Type=Language Embedding2024.02321
Contrastive ProbeAudio Model=AudioMAE, Language Model=BERT, Embedding Type=Language Embedding2024.0227
Contrastive ProbeAudio Model=AudioMAE, Language Model=BERT Large, Embedding Type=Language Embedding2024.0228
Contrastive ProbeAudio Model=AudioMAE, Language Model=GPT-2 XL, Embedding Type=Language Embedding2024.02210
Contrastive ProbeAudio Model=AudioMAE, Language Model=T5, Embedding Type=Language Embedding2024.0227
Contrastive ProbeAudio Model=AudioMAE, Language Model=T5 Large, Embedding Type=Language Embedding2024.0228
Contrastive ProbeAudio Model=AudioMAE, Language Model=LLaMA-7B, Embedding Type=Language Embedding2024.0229
Contrastive ProbeAudio Model=AudioMAE, Language Model=GloVe CC-42B, Embedding Type=Language Embedding2024.0228
Contrastive ProbeAudio Model=AudioMAE, Language Model=GloVe CC-840B, Embedding Type=Language Embedding2024.0227
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=BERT, Embedding Type=Language Embedding2024.02211
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=BERT Large, Embedding Type=Language Embedding2024.02212
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=GPT-2 XL, Embedding Type=Language Embedding2024.02213
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=T5 Large, Embedding Type=Language Embedding2024.02211
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=LLaMA-7B, Embedding Type=Language Embedding2024.02213
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=GloVe CC-42B, Embedding Type=Language Embedding2024.02210
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=GloVe CC-840B, Embedding Type=Language Embedding2024.02210
Contrastive ProbeAudio Model=PaSST, Language Model=BERT, Embedding Type=Language Embedding2024.02216
Contrastive ProbeAudio Model=PaSST, Language Model=GPT-2, Embedding Type=Language Embedding2024.02215
Contrastive ProbeAudio Model=PaSST, Language Model=T5, Embedding Type=Language Embedding2024.02220
Contrastive ProbeAudio Model=PaSST, Language Model=T5 Large, Embedding Type=Language Embedding2024.02221
Contrastive ProbeAudio Model=PaSST, Language Model=GloVe CC-42B, Embedding Type=Language Embedding2024.02220
Contrastive ProbeAudio Model=PaSST, Language Model=word2vec GNews-300, Embedding Type=Language Embedding2024.02217
Contrastive ProbeAudio Model=PANN, Language Model=BERT, Embedding Type=Language Embedding2024.0225
Contrastive ProbeAudio Model=PANN, Language Model=GPT-2, Embedding Type=Language Embedding2024.0226
Contrastive ProbeAudio Model=PANN, Language Model=GPT-2 XL, Embedding Type=Language Embedding2024.0228
Contrastive ProbeAudio Model=PANN, Language Model=T5 Large, Embedding Type=Language Embedding2024.0225
Contrastive ProbeAudio Model=PANN, Language Model=LLaMA-7B, Embedding Type=Language Embedding2024.0226
Contrastive ProbeAudio Model=PANN, Language Model=GloVe CC-840B, Embedding Type=Language Embedding2024.0225
Contrastive ProbeAudio Model=AudioMAE, Language Model=GPT-2, Embedding Type=Language Embedding2024.0216
Contrastive ProbeAudio Model=AudioMAE, Language Model=word2vec GNews-300, Embedding Type=Language Embedding2024.0216
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=GPT-2, Embedding Type=Language Embedding2024.0218
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=T5, Embedding Type=Language Embedding2024.02110
Contrastive ProbeAudio Model=AudioMAE-FT, Language Model=word2vec GNews-300, Embedding Type=Language Embedding2024.0218
Contrastive ProbeAudio Model=PANN, Language Model=BERT Large, Embedding Type=Language Embedding2024.0214
Contrastive ProbeAudio Model=PANN, Language Model=T5, Embedding Type=Language Embedding2024.0214
Contrastive ProbeAudio Model=PANN, Language Model=GloVe CC-42B, Embedding Type=Language Embedding2024.0214
Contrastive ProbeAudio Model=PANN, Language Model=word2vec GNews-300, Embedding Type=Language Embedding2024.0213