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Benchmarks
Text Classification on ToxiGen (test)
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85
Accuracy
UNISTEER
44.44
54.97
65.5
76.03
May 28, 2026
Accuracy
AUC
Updated 5d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
UNISTEER
Model=Qwen2.5-7B
2026.05
85
92
UNISTEER
Model=Qwen2.5-1.5B
2026.05
82
90
LoReFT
Model=Llama-3.2-1B
2026.05
80
89
UNISTEER
Model=Llama-3.2-1B
2026.05
80
88
LoReFT
Model=Qwen2.5-1.5B
2026.05
77
87
LoReFT
Model=Qwen2.5-7B
2026.05
77
86
RepE
Model=Qwen2.5-1.5B
2026.05
76
85
CAA
Model=Qwen2.5-7B
2026.05
72
77
CAA
Model=Qwen2.5-1.5B
2026.05
67
73
CAA
Model=Llama-3.2-1B
2026.05
65
65
RepE
Model=Qwen2.5-7B
2026.05
52
46
RepE
Model=Llama-3.2-1B
2026.05
46
50
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