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ResearchFormerly WizWand

Overinclude prediction on Parent data segment-level (5-fold cross-validation)

85.93AUCCoCo-LoRA
48.562858.263967.96577.6661Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0485.93
LoRALLM=nRoBERTa, Audio Encoder=-2026.0485.76
LoRALLM=aDRoBERTa, Audio Encoder=-2026.0484.76
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0484.56
TransferLLM=nRoBERTa, Audio Encoder=whisperM2026.0483.55
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=whisperM2026.0483.36
TransferLLM=pTinyBERT, Audio Encoder=whisperM2026.0483.07
CoCo-LoRALLM=nRoBERTa, Audio Encoder=whisperM2026.0482.45
TransferLLM=nRoBERTa, Audio Encoder=hubertLFT2026.0482.31
TransferLLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0482.25
TransferLLM=pTinyBERT, Audio Encoder=hubertLFT2026.0480.44
TransferLLM=aMiniLM12, Audio Encoder=whisperM2026.0480.4
TransferLLM=aDRoBERTa, Audio Encoder=whisperM2026.0480.39
C-LoRALLM=aDRoBERTa, Audio Encoder=-2026.0480.21
TransferLLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0479.95
CoCo-LoRALLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0477.19
CoCo-LoRALLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0476.74
TransferLLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0476.46
CoCo-LoRALLM=pTinyBERT, Audio Encoder=hubertLFT2026.0475.91
TransferLLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0475.51
TransferLLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0475.07
CoCo-LoRALLM=nRoBERTa, Audio Encoder=hubertLFT2026.0474.84
TransferLLM=aMiniLM12, Audio Encoder=hubertLFT2026.0474.7
CoCo-LoRALLM=pTinyBERT, Audio Encoder=whisperM2026.0466.7
C-LoRALLM=nRoBERTa, Audio Encoder=-2026.0465.06
CoCo-LoRALLM=aMiniLM12, Audio Encoder=hubertLFT2026.0463.5
C-LoRALLM=pTinyBERT, Audio Encoder=-2026.0462.36
CoCo-LoRALLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0461.57
CoCo-LoRALLM=aMiniLM12, Audio Encoder=whisperM2026.0458.86
C-LoRALLM=aMiniLM12, Audio Encoder=-2026.0452.36
LoRALLM=pTinyBERT, Audio Encoder=-2026.0452.1
LoRALLM=aMiniLM12, Audio Encoder=-2026.0450