Safety Robustness Evaluation Transformer Models

There are 6 safety robustness evaluation models tracked. 1 score above 50 (established tier). The highest-rated is HowieHwong/TrustLLM at 52/100 with 619 stars and 62 monthly downloads.

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# Model Score Tier
1 HowieHwong/TrustLLM

[ICML 2024] TrustLLM: Trustworthiness in Large Language Models

52
Established
2 Intelligent-CAT-Lab/PLTranslationEmpirical

Artifact repository for the paper "Lost in Translation: A Study of Bugs...

36
Emerging
3 rishub-tamirisa/tamper-resistance

[ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for...

32
Emerging
4 tsinghua-fib-lab/ANeurIPS2024_SPV-MIA

[NeurIPS'24] "Membership Inference Attacks against Fine-tuned Large Language...

27
Experimental
5 FudanDISC/ReForm-Eval

An benchmark for evaluating the capabilities of large vision-language models (LVLMs)

24
Experimental
6 yyy01/LLMRiskEval_RCC

LLMs evaluation tool for robustness, consistency, and credibility

14
Experimental