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Text Classification on IMDB (test) (Accuracy)

95.38Accuracy

MoLAM

Updated 3d ago

Evaluation Results

Method	Links
MoLAM 2026.01		95.38
MoL 2026.01		95.34
YI 2026.01		95.03
FixMatch 2026.01		94.9
SNAIL 2026.01		94.89
NoiseAL 2025.04		94.6
NoiseAL 2025.04		94.56
NoiseAL 2025.04		94.52
NoiseAL 2025.04		94.28
Logits-based 2026.01		94.21
Vote-based 2026.01		94.18
DyGen 2025.04		94.05
QWEN 2026.01		94.03
Co-Teaching 2025.04		93.94
SelfMix 2025.04		93.78
NoiseAL 2025.04		93.76
SCE 2025.04		93.74
GEMMA 2026.01		93.73
NoiseAL 2025.04		93.72
SelfMix 2025.04		93.62
CL 2025.04		93.56
ELR 2025.04		93.52
CL 2025.04		93.49
BERT 2025.04		93.24
PAG 2026.01		93.22
CL 2025.04		93.15
ELR 2025.04		92.95
ELR 2025.04		92.86
Co-Teaching 2025.04		92.66
Co-Teaching 2025.04		92.62
SelfMix 2025.04		92.34
SelfMix 2025.04		92.08
DA 2026.01		92.06
SelfMix 2025.04		91.94
RoBERTa 2025.04		91.9
LLAMA 2026.01		91.72
SCE 2025.04		91.2
RoBERTa 2025.04		91.02
DyGen 2025.04		90.46
DyGen 2025.04		90.4
CL 2025.04		90.28
NoiseAL 2025.04		90.25
Co-Teaching 2025.04		90.11
Co-Teaching 2025.04		90.03
SCPL 2026.01		89.84
BP 2026.01		89.68
DyGen 2025.04		89.53
Co-Teaching 2025.04		89.32
ELR 2025.04		89.29
CL 2025.04		89.24
SCPL 2026.01		89.03
ELR 2025.04		88.83
MISTRAL 2026.01		88.35
SCE 2025.04		88
CL 2025.04		87.97
ELR 2025.04		87.85
BP 2026.01		87.54
SCE 2025.04		87.4
AL 2026.01		86.41
RoBERTa 2025.04		86.37
SCE 2025.04		86.21
SCE 2025.04		86.2
AL 2026.01		85.65
SelfMix 2025.04		85.61
DyGen 2025.04		84.53
Early Exit 2026.01		84.34
DyGen 2025.04		84.31
RoBERTa 2025.04		82.69
SelfMix 2025.04		80.94
RoBERTa 2025.04		80.78
Co-Teaching 2025.04		80.65
DyGen 2025.04		80.28
Early Exit 2026.01		80.24
CL 2025.04		78.84
ELR 2025.04		77.37
SCE 2025.04		76.22
RoBERTa 2025.04		73.35