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Sentiment Analysis on SST-5

94.84Accuracy

MUPPET

Updated 29d ago

Evaluation Results

Method	Links
MUPPET 2022.12		94.84
ColD-Fusion 2022.12		59.52
ROBERTa-large+Self-Explaining 2020.12		59.1
SentiLARE 2020.12		58.6
ROBERTa-large 2020.12		57.9
ROBERTa-base+Self-Explaining 2020.12		57.8
Multitask 2022.12		57.56
SentiBERT 2020.12		56.9
ROBERTa-base 2020.12		56.4
Finetune 2022.12		56.24
BCN+SuBiLSTM+CoVe 2020.12		56.2
BERT-large 2020.12		56.2
ROBERTa-base+AvgSelf-Explaining 2020.12		56.2
PC 2024.05		55.41
BERT-base 2020.12		54.9
CC 2025.05		54.3
CC 2025.05		54.3
DC 2025.05		54.14
DC 2025.05		54.14
UniBias 2024.05		53.79
PC 2024.05		53.63
Se² 2024.02		52.7
UPRISE 2024.02		52.6
CC 2025.05		52.58
CC 2025.05		52.58
DC 2024.05		51.92
gold shot 2026.02		51.9
UniBias 2024.05		51.8
UCPOF 2026.02		51.54
baseline 2026.02		51.45
Full RAG 2026.02		51.4
CC 2024.05		51.36
ICL 2024.05		51.03
DC 2025.05		50.7
DC 2025.05		50.7
Full RAG 2026.02		50.63
DC 2024.05		48.98
CLG 2025.06		48.32
baseline 2026.02		48.1
SC 2025.05		47.27
SC 2025.05		47.27
CC 2024.05		47.2
UCPOF 2026.02		47.19
ICL 2024.05		46.97
Latent-Bayesian 2025.06		46.59
gold shot 2026.02		46.52
BGE-KMeans 2025.06		46.41
SC 2025.05		44.45
SC 2025.05		44.45
Random 2025.06		43.71
BM25-Major 2025.06		43.69
Best-of-N 2025.06		43.69
EPR-KMeans 2025.06		43.05
SC 2025.05		41.64
SC 2025.05		41.64
CLG 2025.06		38.33
BM25-Major 2025.06		37.78
BGE-KMeans 2025.06		37.24
Best-of-N 2025.06		36.6
EPR-KMeans 2025.06		36.15
Random 2025.06		36
RAEE (Llama) 2024.05		35.25
RB-L 2024.05		34.98
BC 2025.05		34.69
BC 2025.05		34.69
RAEE (RB-L) 2024.05		33.57
BC 2025.05		33.36
BC 2025.05		33.36
RAEE (Gemma) 2024.05		32.4
Gemma-7B 2024.05		28.64
Zero-shot 2024.02		28.2
AdaInfer (T5-L) 2024.05		28.14
Best-of-10 2024.02		27.7
BM25 2024.02		27.5
Latent-Bayesian 2025.06		27.25
RAEE (T5-L) 2024.05		26.56
Llama-3-8B 2024.05		26.06
AdaInfer (RB-L) 2024.05		24.48
CALM (T5-L) 2024.05		23.17
T5-L 2024.05		23.12
BC 2025.05		22.89
BC 2025.05		22.89
Base LLM 2025.05		22.81
CC 2025.05		22.81
DC 2025.05		22.81
Base LLM 2025.05		22.81
CC 2025.05		22.81
DC 2025.05		22.81
Base LLM 2025.05		22.73
Base LLM 2025.05		22.73
SBERT 2024.02		22.6
Random 2024.02		22.5
Base LLM 2025.05		22.5
Base LLM 2025.05		22.5
EB-L 2024.05		22.35
SLEB (Llama) 2024.05		21.09
AES 2024.02		20.9
Instructor 2024.02		20.1
SLEB (Gemma) 2024.05		19.82
DeeBERT (RB-L) 2024.05		18.05

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