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ResearchFormerly WizWand

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

90.92AUCCoCo-LoRA
54.041663.615873.1982.7642Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CoCo-LoRALLM=nRoBERTa, Audio Encoder=hubertLFT2026.0490.92
LoRALLM=nRoBERTa, Audio Encoder=-2026.0490.87
CoCo-LoRALLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0490.6
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0490.34
CoCo-LoRALLM=pTinyBERT, Audio Encoder=whisperM2026.0490.14
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=whisperM2026.0489.91
CoCo-LoRALLM=nRoBERTa, Audio Encoder=whisperM2026.0489.84
LoRALLM=aDRoBERTa, Audio Encoder=-2026.0489.7
TransferLLM=nRoBERTa, Audio Encoder=whisperM2026.0489.56
TransferLLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0489.2
CoCo-LoRALLM=pTinyBERT, Audio Encoder=hubertLFT2026.0489.11
C-LoRALLM=nRoBERTa, Audio Encoder=-2026.0488.76
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0488.74
CoCo-LoRALLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0488.54
TransferLLM=nRoBERTa, Audio Encoder=hubertLFT2026.0488.31
C-LoRALLM=aDRoBERTa, Audio Encoder=-2026.0488.09
TransferLLM=pTinyBERT, Audio Encoder=whisperM2026.0486.82
TransferLLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0486.18
TransferLLM=pTinyBERT, Audio Encoder=hubertLFT2026.0485.11
TransferLLM=aDRoBERTa, Audio Encoder=whisperM2026.0482.86
TransferLLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0481.74
TransferLLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0480.56
TransferLLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0480.38
TransferLLM=aMiniLM12, Audio Encoder=whisperM2026.0480.24
C-LoRALLM=pTinyBERT, Audio Encoder=-2026.0478.39
TransferLLM=aMiniLM12, Audio Encoder=hubertLFT2026.0477.45
LoRALLM=pTinyBERT, Audio Encoder=-2026.0474.97
CoCo-LoRALLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0465.59
CoCo-LoRALLM=aMiniLM12, Audio Encoder=whisperM2026.0464.82
C-LoRALLM=aMiniLM12, Audio Encoder=-2026.0460.29
LoRALLM=aMiniLM12, Audio Encoder=-2026.0458.83
CoCo-LoRALLM=aMiniLM12, Audio Encoder=hubertLFT2026.0455.46