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Natural Language Understanding on Winogrande

59Accuracy

SpaceByte + SP

Updated 14d ago

Evaluation Results

Method	Links
SpaceByte + SP 2026.05		59
H-Net + SP 2026.05		59
Fixed (p = 4) + SP 2026.05		58.8
Fixed (p = 4) 2026.05		58.6
Fixed (p = 16) + SP 2026.05		58.2
Entropy-based 2026.05		57.9
Tokenizer-based 2026.05		57.8
SpaceByte 2026.05		57.7
Fixed (p = 8) + SP 2026.05		57.4
Entropy-based + SP 2026.05		57.4
H-Net 2026.05		56.7
Fixed (p = 8) 2026.05		56.2
Byte-level 2026.05		56
Fixed (p = 16) 2026.05		55.2
SYNPRO 2026.05		53.91
ProDiaL 2024.11		53.75
ProDiaL 2024.11		53.28
FT 2024.11		53.2
Full-FT 2024.11		53.12
BitFit 2024.11		53.12
LoRA 2024.11		53.12
LoRA 2024.11		53.12
Strong 2024.11		53.04
ProDiaL 2024.11		52.96
DoRA 2024.11		52.88
DoRA 2024.11		52.88
LoRA 2024.11		52.8
FT 2024.11		52.8
DoRA 2024.11		52.64
FT 2024.11		52.57