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SOTA Prompt Classification benchmarks and papers with code | Wizwand
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Prompt Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Aegis
Stage3-DPO
F1 Score
91.5
54
17d ago
SimpST
PolyGuard
F1 Score
100
44
17d ago
Aegis 2.0
HaloGuard 1.0
F1 Score
89.2
42
22d ago
SEA-SafeguardBench
SEA-Guard-12B
AUPRC (Average)
93.6
29
4mo ago
EXPGUARD (test)
ShieldGemma
Financial Performance Score
0
28
4mo ago
ToxiC
HaloGuard 1.0
F1 Score
84.5
26
22d ago
SEA-SafeguardBench English
SEA-Guard-12B
AUPRC
98.9
18
4mo ago
XSTest
WildGuard
F1 Score
94.8
16
4mo ago
WildG
Qwen3Guard-Gen
F1 Score
88.5
16
4mo ago
SorryB
PolyGuard
F1 Score
97.2
16
4mo ago
SEval
YuFeng-XGuard
F1 Score
92.5
16
4mo ago
OverR
YuFeng-XGuard
F1 Score
41.9
16
4mo ago
OpenAIM
Qwen3Guard-Gen
F1
81.1
16
4mo ago
XSTest Text Prompt
GuardReasoner-8B
F1 Score
93.71
14
4mo ago
WildGuard Text Prompt
GuardReasonerVL-7B
F1 Score
90.46
14
4mo ago
ToxicChat Text Prompt
GPT4o-mini
F1 Score
96.27
14
4mo ago
Simple SafetyTest Text Prompt
Gemini2.5-Flash
F1 Score
100
14
4mo ago
OpenAI Moderation Text Prompt
LlamaGuard2-8B
F1 Score
88.89
14
4mo ago
Aegis Text Prompt 2.0
GPT4o-mini
F1 Score
83.52
14
4mo ago
HarmBench Text Prompt
GPT-OSS-SafeGuard-20B
F1 Score
98.85
14
4mo ago
SEALS (SEA)
SEA-Guard-12B
AUPRC
96.9
9
4mo ago
LlavaGuard Image Prompt
GPT4o-mini
F1 Score
0.752
7
4mo ago
BeaverTails-V Text-Image Prompt
ProGuard-7B
F1 Score
88.36
7
4mo ago
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