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ResearchFormerly WizWand

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

83.61AUCTransfer
48.655657.730366.80575.8797Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
TransferLLM=pTinyBERT, Audio Encoder=whisperM2026.0483.61
TransferLLM=nRoBERTa, Audio Encoder=whisperM2026.0482.4
TransferLLM=aDRoBERTa, Audio Encoder=whisperM2026.0481.43
TransferLLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0480.53
TransferLLM=nRoBERTa, Audio Encoder=hubertLFT2026.0479.7
TransferLLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0479.16
TransferLLM=aMiniLM12, Audio Encoder=whisperM2026.0478.86
LoRALLM=aDRoBERTa, Audio Encoder=-2026.0478.73
TransferLLM=pTinyBERT, Audio Encoder=hubertLFT2026.0478.33
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0477.65
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=whisperM2026.0476.13
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0475.62
TransferLLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0475.23
TransferLLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0472.78
TransferLLM=aMiniLM12, Audio Encoder=hubertLFT2026.0469.31
TransferLLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0468.52
C-LoRALLM=aDRoBERTa, Audio Encoder=-2026.0468.47
CoCo-LoRALLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0466.43
CoCo-LoRALLM=nRoBERTa, Audio Encoder=hubertLFT2026.0465.35
CoCo-LoRALLM=pTinyBERT, Audio Encoder=hubertLFT2026.0460.9
CoCo-LoRALLM=nRoBERTa, Audio Encoder=whisperM2026.0459.43
LoRALLM=nRoBERTa, Audio Encoder=-2026.0459.01
CoCo-LoRALLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0458.44
CoCo-LoRALLM=pTinyBERT, Audio Encoder=whisperM2026.0457.04
CoCo-LoRALLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0455.7
C-LoRALLM=nRoBERTa, Audio Encoder=-2026.0455.68
CoCo-LoRALLM=aMiniLM12, Audio Encoder=hubertLFT2026.0455.14
CoCo-LoRALLM=aMiniLM12, Audio Encoder=whisperM2026.0455
C-LoRALLM=pTinyBERT, Audio Encoder=-2026.0454.66
C-LoRALLM=aMiniLM12, Audio Encoder=-2026.0451.39
LoRALLM=pTinyBERT, Audio Encoder=-2026.0450
LoRALLM=aMiniLM12, Audio Encoder=-2026.0450