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Spam Detection on SPAMASSASSIN SPAM

98.91Accuracy

NHP Context-Free Data Aug.

Updated 1mo ago

Evaluation Results

Method	Links
NHP Context-Free Data Aug. 2026.01		98.91
NSP Context-Free Data Aug. 2026.01		98.75
NHP Context-Aware Data Aug. 2026.01		98.44
NHP Context-Free Data Aug. 2026.01		98.44
NSP Loss Context-Aware 2026.01		98.28
NHP Loss Context-Aware 2026.01		98.28
NHP Loss Context-Free 2026.01		98.28
NSP Context-Free Data Aug. 2026.01		98.28
NSP Context-Aware Data Aug. 2026.01		98.13
NSP Context-Aware Data Aug. 2026.01		98.13
NTP Hypernym Baseline Fine-Tuned 2026.01		98.13
Base Model Fine-Tuned 2026.01		98.13
NHP Context-Aware Data Aug. 2026.01		97.97
NTP Hypernym Baseline Fine-Tuned 2026.01		97.97
NSP Loss Context-Aware 2026.01		97.82
NSP Context-Free Data Aug. 2026.01		97.82
NTP Synonym Baseline Fine-Tuned 2026.01		97.82
NHP Context-Free Data Aug. 2026.01		97.66
NSP Context-Aware Data Aug. 2026.01		97.5
NTP Hypernym Baseline Fine-Tuned 2026.01		97.5
NHP Loss Context-Aware 2026.01		96.88
NHP Loss Context-Free 2026.01		96.88
NSP Context-Free Data Aug. 2026.01		96.72
NSP Loss Context-Aware 2026.01		96.57
NSP Loss Context-Free 2026.01		96.57
NSP Loss Context-Free 2026.01		96.57
NHP Loss Context-Aware 2026.01		96.57
NTP Hypernym Baseline Fine-Tuned 2026.01		96.1
NSP Loss Context-Aware 2026.01		95.32
NHP Context-Free Data Aug. 2026.01		94.85
NHP Loss Context-Aware 2026.01		94.7
NHP Loss Context-Free 2026.01		94.7
NSP Context-Aware Data Aug. 2026.01		92.04
NHP Context-Aware Data Aug. 2026.01		91.89
NTP Synonym Baseline Fine-Tuned 2026.01		91.89
NTP Synonym Baseline Fine-Tuned 2026.01		91.11
NHP Context-Aware Data Aug. 2026.01		90.64
NSP Loss Context-Free 2026.01		89.7
NTP Synonym Baseline Fine-Tuned 2026.01		87.21
NHP Loss Context-Free 2026.01		81.9
Base Model 2026.01		65.05
NSP Loss Context-Free 2026.01		63.34