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Sentiment Analysis on SST-2 (top-1 accuracy)

97Top-1 Accuracy (SST-2)

ReLoRA

Updated 1mo ago

Evaluation Results

Method	Links
ReLoRA 2026.05		97
ReLoRA 2026.05		97
ReLoRA 2026.05		96.9
PortLLM+FT 2026.05		96.6
ORAL 2026.05		96.4
PortLLM+FT 2026.05		96.4
PortLLM+FT 2026.05		96.4
LoRA-Scratch 2026.05		96.3
ORAL 2026.05		96.2
LoRA-Scratch 2026.05		96.1
LoRA-Scratch 2026.05		96.1
ORAL 2026.05		96
ZO Fine-tuner 2025.10		94
ZO Fine-tuner 2025.10		94
FO 2025.10		94
FO 2025.10		93
FO 2025.10		93
MeZO 2025.10		92
ZO Fine-tuner 2025.10		92
ICR 2025.09		91
MeZO 2025.10		90
MeZO 2025.10		88
ICV 2025.09		83
ELICIT 2025.09		78.5
IV 2025.09		78.4
TV 2025.09		78.2
FV 2025.09		76.8
WUDI-Merging + E-PMQ 2026.05		69.52
WUDI-Merging 2026.05		69
WUDI-Merging + GPTQ 2026.05		67.76
WUDI-Merging + RTN 2026.05		67.49
WUDI-Merging + AWQ 2026.05		67
TIES-Merging + E-PMQ 2026.05		65.79
Simple Averaging + E-PMQ 2026.05		65.57
Task Arithmetic + E-PMQ 2026.05		64.74
Simple Averaging 2026.05		61.8
Simple Averaging + GPTQ 2026.05		58.59
Pretrained LLM Θ 2026.05		56.9
Simple Averaging + RTN 2026.05		56.89
Simple Averaging + AWQ 2026.05		56.84
TIES-Merging + GPTQ 2026.05		56.18
Evolved LLM Θ′ 2026.05		56
TIES-Merging 2026.05		55.9
Task Arithmetic + GPTQ 2026.05		55.02
TIES-Merging + AWQ 2026.05		53.82
TIES-Merging + RTN 2026.05		53.43
Task Arithmetic + AWQ 2026.05		52.28
Task Arithmetic + RTN 2026.05		52.22
Evolved LLM Θ′ 2026.05		52.2
Evolved LLM Θ′ 2026.05		51.6
Task Arithmetic 2026.05		51.2