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ResearchFormerly WizWand

Cohesion prediction on Parent data segment-level 5-fold cross-validation

81.87AUCCoCo-LoRA
61.631666.885872.1477.3942Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CoCo-LoRALLM=pTinyBERT, Audio Encoder=hubertLFT2026.0481.87
CoCo-LoRALLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0481.7
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0481.11
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=whisperM2026.0479.73
TransferLLM=nRoBERTa, Audio Encoder=whisperM2026.0479.63
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0479.23
TransferLLM=pTinyBERT, Audio Encoder=whisperM2026.0479.08
CoCo-LoRALLM=pTinyBERT, Audio Encoder=whisperM2026.0479.08
TransferLLM=aDRoBERTa, Audio Encoder=whisperM2026.0478.9
TransferLLM=aMiniLM12, Audio Encoder=whisperM2026.0478.5
LoRALLM=nRoBERTa, Audio Encoder=-2026.0478.3
CoCo-LoRALLM=nRoBERTa, Audio Encoder=whisperM2026.0478.15
LoRALLM=aDRoBERTa, Audio Encoder=-2026.0477.73
TransferLLM=nRoBERTa, Audio Encoder=hubertLFT2026.0477.06
TransferLLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0476.89
TransferLLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0476.84
C-LoRALLM=aDRoBERTa, Audio Encoder=-2026.0476.75
TransferLLM=pTinyBERT, Audio Encoder=hubertLFT2026.0476.57
CoCo-LoRALLM=nRoBERTa, Audio Encoder=hubertLFT2026.0476.15
TransferLLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0475.81
TransferLLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0475.77
TransferLLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0475.65
CoCo-LoRALLM=aMiniLM12, Audio Encoder=whisperM2026.0475.48
LoRALLM=pTinyBERT, Audio Encoder=-2026.0475.47
TransferLLM=aMiniLM12, Audio Encoder=hubertLFT2026.0474.87
CoCo-LoRALLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0474.71
C-LoRALLM=pTinyBERT, Audio Encoder=-2026.0472.43
CoCo-LoRALLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0471.78
LoRALLM=aMiniLM12, Audio Encoder=-2026.0471.31
CoCo-LoRALLM=aMiniLM12, Audio Encoder=hubertLFT2026.0470.35
C-LoRALLM=nRoBERTa, Audio Encoder=-2026.0466.4
C-LoRALLM=aMiniLM12, Audio Encoder=-2026.0462.41