Cohesion prediction on Parent data segment-level 5-fold cross-validation
81.87AUCCoCo-LoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| CoCo-LoRALLM=pTinyBERT, Audio Encoder=hubertLFT2026.04 | 81.87 | |
| CoCo-LoRALLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.04 | 81.7 | |
| CoCo-LoRALLM=aDRoBERTa, Audio Encoder=hubertLFT2026.04 | 81.11 | |
| CoCo-LoRALLM=aDRoBERTa, Audio Encoder=whisperM2026.04 | 79.73 | |
| TransferLLM=nRoBERTa, Audio Encoder=whisperM2026.04 | 79.63 | |
| CoCo-LoRALLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.04 | 79.23 | |
| TransferLLM=pTinyBERT, Audio Encoder=whisperM2026.04 | 79.08 | |
| CoCo-LoRALLM=pTinyBERT, Audio Encoder=whisperM2026.04 | 79.08 | |
| TransferLLM=aDRoBERTa, Audio Encoder=whisperM2026.04 | 78.9 | |
| TransferLLM=aMiniLM12, Audio Encoder=whisperM2026.04 | 78.5 | |
| LoRALLM=nRoBERTa, Audio Encoder=-2026.04 | 78.3 | |
| CoCo-LoRALLM=nRoBERTa, Audio Encoder=whisperM2026.04 | 78.15 | |
| LoRALLM=aDRoBERTa, Audio Encoder=-2026.04 | 77.73 | |
| TransferLLM=nRoBERTa, Audio Encoder=hubertLFT2026.04 | 77.06 | |
| TransferLLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.04 | 76.89 | |
| TransferLLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.04 | 76.84 | |
| C-LoRALLM=aDRoBERTa, Audio Encoder=-2026.04 | 76.75 | |
| TransferLLM=pTinyBERT, Audio Encoder=hubertLFT2026.04 | 76.57 | |
| CoCo-LoRALLM=nRoBERTa, Audio Encoder=hubertLFT2026.04 | 76.15 | |
| TransferLLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.04 | 75.81 | |
| TransferLLM=aDRoBERTa, Audio Encoder=hubertLFT2026.04 | 75.77 | |
| TransferLLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.04 | 75.65 | |
| CoCo-LoRALLM=aMiniLM12, Audio Encoder=whisperM2026.04 | 75.48 | |
| LoRALLM=pTinyBERT, Audio Encoder=-2026.04 | 75.47 | |
| TransferLLM=aMiniLM12, Audio Encoder=hubertLFT2026.04 | 74.87 | |
| CoCo-LoRALLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.04 | 74.71 | |
| C-LoRALLM=pTinyBERT, Audio Encoder=-2026.04 | 72.43 | |
| CoCo-LoRALLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.04 | 71.78 | |
| LoRALLM=aMiniLM12, Audio Encoder=-2026.04 | 71.31 | |
| CoCo-LoRALLM=aMiniLM12, Audio Encoder=hubertLFT2026.04 | 70.35 | |
| C-LoRALLM=nRoBERTa, Audio Encoder=-2026.04 | 66.4 | |
| C-LoRALLM=aMiniLM12, Audio Encoder=-2026.04 | 62.41 |