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ResearchFormerly WizWand

Sentiment Analysis on SST-2 (Loss, Acc)

94AccuracyLOZO
82.35285.37688.491.424Sep 26, 2025Sep 27, 2025Sep 28, 2025Sep 29, 2025Sep 30, 2025Oct 1, 2025
Updated 5mo ago

Evaluation results

MethodLinks
LOZOModel=LLaMA-3.1-8B2025.10940.25
ZO Fine-tunerModel=LLaMA-3.1-8B2025.10940.18
ZO Fine-tunerModel=Qwen2.5-14B2025.10940.24
ZO Fine-tunerModel=LLaMA-3.2-1B2025.10930.14
HIZOOModel=Qwen2.5-14B2025.10930.26
LOZOModel=Qwen2.5-14B2025.10930.38
MeZO-AdamModel=LLaMA-3.2-1B2025.10920.2
LOZOModel=LLaMA-3.2-1B2025.10920.2
MeZOModel=LLaMA-3.1-8B2025.10920.29
MeZO-AdamUModel=LLaMA-3.1-8B2025.10920.36
HIZOOModel=LLaMA-3.1-8B2025.10920.27
MeZOModel=LLaMA-3.2-1B2025.10900.29
HIZOOModel=LLaMA-3.2-1B2025.10900.27
LOZOModel=OPT-30B2025.10900.4
MeZO-AdamUModel=Qwen2.5-14B2025.10890.35
MeZOModel=OPT-30B2025.10890.38
MeZOModel=Qwen2.5-14B2025.10880.21
ZO Fine-tunerModel=OPT-30B2025.10870.35
ICRBackbone=Llama2-7B2025.0986.4—
HIZOOModel=OPT-30B2025.10860.43
IVBackbone=Llama2-7B2025.0985.6—
ELICITBackbone=Llama2-7B2025.0984.4—
ICVBackbone=Llama2-7B2025.0984.2—
MeZO-AdamUModel=OPT-30B2025.10840.43
TVBackbone=Llama2-7B2025.0983.4—
FVBackbone=Llama2-7B2025.0982.8—