Area Overhead Evaluation on GNN-RE add_mul_comp_4bit
13.03Area Overhead (%)NetDeTox
Evaluation Results
| Method | Links | |
|---|---|---|
| NetDeToxLLM Backend=Qwen-3 235B2025.11 | 13.03 | |
| NetDeToxLLM Backend=LLaMA-4 Maverick 17B2025.11 | 14.51 | |
| NetDeToxLLM Backend=LLaMA-4 Maverick 17B2025.11 | 17.24 | |
| NetDeToxLLM Backend=Gemini-2.5 Flash2025.11 | 17.37 | |
| NetDeToxLLM Backend=GPT-52025.11 | 18.82 | |
| NetDeToxLLM Backend=GPT-4o-mini2025.11 | 19.34 | |
| NetDeToxLLM Backend=Deepseek-V32025.11 | 25 | |
| NetDeToxLLM Backend=Gemini-2.5 Flash2025.11 | 27.89 | |
| NetDeToxLLM Backend=Qwen-3 235B2025.11 | 28.8 | |
| NetDeToxLLM Backend=GPT-52025.11 | 32.43 | |
| NetDeToxLLM Backend=GPT-4o-mini2025.11 | 32.65 | |
| NetDeToxLLM Backend=Deepseek-V32025.11 | 37.64 | |
| AttackGNNMethod=AttackGNN2025.11 | 60.26 | |
| AttackGNNMethod=AttackGNN2025.11 | 61.45 |