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ResearchFormerly WizWand

Emotion Classification on 5 Emotion Domains (test)

51.38Average AccuracyFine-tuned
22.072829.681437.2944.8986May 24, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Fine-tunedBackbone=T5-Base2025.0551.38
Fine-tunedBackbone=ROBERTa-Base2025.0549.38
MultitaskBackbone=ROBERTa-Base2025.0549.06
MultitaskBackbone=T5-Base2025.0547.75
NPSBackbone=ROBERTa-Base2025.0540.9
Consensus TIESBackbone=ROBERTa-Base2025.0539.8
Ties-MergingBackbone=ROBERTa-Base2025.0539.7
Consensus TABackbone=ROBERTa-Base2025.0539.2
RegMeanBackbone=ROBERTa-Base2025.0538.4
AveragingBackbone=ROBERTa-Base2025.0538.3
Task ArithmeticBackbone=ROBERTa-Base2025.0538.3
Fisher MergingBackbone=ROBERTa-Base2025.0538.1
NPSBackbone=T5-Base2025.0535.7
Ties-MergingBackbone=T5-Base2025.0534.5
Consensus TIESBackbone=T5-Base2025.0534.4
RegMeanBackbone=T5-Base2025.0534.2
Consensus TABackbone=T5-Base2025.0533.9
Task ArithmeticBackbone=T5-Base2025.0533.6
Fisher MergingBackbone=T5-Base2025.0526.1
AveragingBackbone=T5-Base2025.0523.2