Overinclude prediction on Parent data segment-level (5-fold cross-validation)
85.93AUCCoCo-LoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| CoCo-LoRALLM=aDRoBERTa, Audio Encoder=hubertLFT2026.04 | 85.93 | |
| LoRALLM=nRoBERTa, Audio Encoder=-2026.04 | 85.76 | |
| LoRALLM=aDRoBERTa, Audio Encoder=-2026.04 | 84.76 | |
| CoCo-LoRALLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.04 | 84.56 | |
| TransferLLM=nRoBERTa, Audio Encoder=whisperM2026.04 | 83.55 | |
| CoCo-LoRALLM=aDRoBERTa, Audio Encoder=whisperM2026.04 | 83.36 | |
| TransferLLM=pTinyBERT, Audio Encoder=whisperM2026.04 | 83.07 | |
| CoCo-LoRALLM=nRoBERTa, Audio Encoder=whisperM2026.04 | 82.45 | |
| TransferLLM=nRoBERTa, Audio Encoder=hubertLFT2026.04 | 82.31 | |
| TransferLLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.04 | 82.25 | |
| TransferLLM=pTinyBERT, Audio Encoder=hubertLFT2026.04 | 80.44 | |
| TransferLLM=aMiniLM12, Audio Encoder=whisperM2026.04 | 80.4 | |
| TransferLLM=aDRoBERTa, Audio Encoder=whisperM2026.04 | 80.39 | |
| C-LoRALLM=aDRoBERTa, Audio Encoder=-2026.04 | 80.21 | |
| TransferLLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.04 | 79.95 | |
| CoCo-LoRALLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.04 | 77.19 | |
| CoCo-LoRALLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.04 | 76.74 | |
| TransferLLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.04 | 76.46 | |
| CoCo-LoRALLM=pTinyBERT, Audio Encoder=hubertLFT2026.04 | 75.91 | |
| TransferLLM=aDRoBERTa, Audio Encoder=hubertLFT2026.04 | 75.51 | |
| TransferLLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.04 | 75.07 | |
| CoCo-LoRALLM=nRoBERTa, Audio Encoder=hubertLFT2026.04 | 74.84 | |
| TransferLLM=aMiniLM12, Audio Encoder=hubertLFT2026.04 | 74.7 | |
| CoCo-LoRALLM=pTinyBERT, Audio Encoder=whisperM2026.04 | 66.7 | |
| C-LoRALLM=nRoBERTa, Audio Encoder=-2026.04 | 65.06 | |
| CoCo-LoRALLM=aMiniLM12, Audio Encoder=hubertLFT2026.04 | 63.5 | |
| C-LoRALLM=pTinyBERT, Audio Encoder=-2026.04 | 62.36 | |
| CoCo-LoRALLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.04 | 61.57 | |
| CoCo-LoRALLM=aMiniLM12, Audio Encoder=whisperM2026.04 | 58.86 | |
| C-LoRALLM=aMiniLM12, Audio Encoder=-2026.04 | 52.36 | |
| LoRALLM=pTinyBERT, Audio Encoder=-2026.04 | 52.1 | |
| LoRALLM=aMiniLM12, Audio Encoder=-2026.04 | 50 |