Sentiment Classification

94.5Acc

LTV

Updated 3d ago

Evaluation Results

Method
LTV 2025.02	94.5	-	-	-
TV 2025.02	77.1	-	-	-
LoRA 2025.02	75.9	-	-	-
Transformer 2025.02	74.6	-	-	-
SV 2025.02	74.2	-	-	-
ICV 2025.02	72.5	-	-	-
FV 2025.02	69.5	-	-	-
LTV 2025.02	10.9	-	-	-
ICV 2025.02	4.8	-	-	-
Quantum Enhanced LLM (MerLin Reproduction) 2026.02	0.89	-	-	-
Classical LLM 2026.02	0.89	-	-	-
BLIND 2022.12	0.782	0.243	0.028	0.022
JTT 2022.12	0.78	0.191	0.013	0.014
Control 2022.12	0.78	0.253	0.038	0.025
Finetuned 2022.12	0.779	0.267	0.045	0.027
Control 2022.12	0.776	0.48	0.046	0.026
Finetuned 2022.12	0.775	0.27	0.047	0.032
JTT 2022.12	0.767	0.194	0.016	0.016
DFL-demog 2022.12	0.766	0.177	0.009	0.008
FairBatch 2022.12	0.763	0.203	0.016	0.017
DFL-demog 2022.12	0.762	0.124	0	0.003
FairBatch 2022.12	0.761	0.21	0.019	0.016
BLIND 2022.12	0.761	0.24	0.03	0.021
INLP 2022.12	0.756	0.196	0.022	0.014
RLACE 2022.12	0.748	0.168	0.016	0.011
RLACE 2022.12	0.735	0.142	0.01	0.008
LoRA 2025.02	0.7	-	-	-
INLP 2022.12	0.633	0.086	0.01	0.015
Transformer 2025.02	0	-	-	-
FV 2025.02	0	-	-	-
SV 2025.02	0	-	-	-
TV 2025.02	0	-	-	-