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ResearchFormerly WizWand

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

95.3AUCCoCo-LoRA
81.83285.328588.82592.3215Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CoCo-LoRALLM=aMiniLM12, Audio Encoder=whisperM2026.0495.3
CoCo-LoRALLM=aMiniLM12, Audio Encoder=hubertLFT2026.0495.13
CoCo-LoRALLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0494.92
CoCo-LoRALLM=nRoBERTa, Audio Encoder=whisperM2026.0494.86
CoCo-LoRALLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0494.58
CoCo-LoRALLM=nRoBERTa, Audio Encoder=hubertLFT2026.0494.57
CoCo-LoRALLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0494.23
CoCo-LoRALLM=pTinyBERT, Audio Encoder=whisperM2026.0494.09
CoCo-LoRALLM=pTinyBERT, Audio Encoder=hubertLFT2026.0493.78
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0492.99
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0492.89
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=whisperM2026.0492.69
LoRALLM=nRoBERTa, Audio Encoder=-2026.0492.38
C-LoRALLM=nRoBERTa, Audio Encoder=-2026.0491.42
LoRALLM=aDRoBERTa, Audio Encoder=-2026.0491.31
TransferLLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0491.07
TransferLLM=nRoBERTa, Audio Encoder=hubertLFT2026.0490.94
C-LoRALLM=aDRoBERTa, Audio Encoder=-2026.0490.7
TransferLLM=nRoBERTa, Audio Encoder=whisperM2026.0490.39
LoRALLM=pTinyBERT, Audio Encoder=-2026.0490.23
LoRALLM=aMiniLM12, Audio Encoder=-2026.0490.16
C-LoRALLM=aMiniLM12, Audio Encoder=-2026.0490.1
C-LoRALLM=pTinyBERT, Audio Encoder=-2026.0489.98
TransferLLM=pTinyBERT, Audio Encoder=whisperM2026.0488.75
TransferLLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0488.42
TransferLLM=pTinyBERT, Audio Encoder=hubertLFT2026.0488.1
TransferLLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0485.53
TransferLLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0484.8
TransferLLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0484.12
TransferLLM=aMiniLM12, Audio Encoder=hubertLFT2026.0483.6
TransferLLM=aMiniLM12, Audio Encoder=whisperM2026.0483.32
TransferLLM=aDRoBERTa, Audio Encoder=whisperM2026.0482.35