Explicit Content Detection on ChLGBT Explicit (test)
49AccuracyChatGPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChatGPTNumber of shots=102026.06 | 49 | 47 | — | |
| ChatGPTNumber of shots=52026.06 | 48 | 46 | — | |
| DeepSeekNumber of shots=102026.06 | 48 | 46 | — | |
| MAAM2026.06 | 48 | 46 | — | |
| ChatGPTNumber of shots=12026.06 | 47 | 43 | — | |
| QwenNumber of shots=102026.06 | 47 | 45 | — | |
| DeepSeekNumber of shots=12026.06 | 46 | 43 | — | |
| DeepSeekNumber of shots=52026.06 | 46 | 44 | — | |
| QwenNumber of shots=52026.06 | 46 | 44 | — | |
| QwenNumber of shots=12026.06 | 44 | 40 | — | |
| ERNIENumber of shots=102026.06 | 41 | 40 | — | |
| ERNIENumber of shots=12026.06 | 40 | 36 | — | |
| ERNIENumber of shots=52026.06 | 40 | 39 | — | |
| LLaMANumber of shots=52026.06 | 38 | 36 | — | |
| LLaMANumber of shots=102026.06 | 38 | 38 | — | |
| LLaMANumber of shots=12026.06 | 36 | 36 | — | |
| MAAMMode=Zero-shot2026.06 | 0.48 | — | 0.46 | |
| ChatGPT-4oMode=Zero-shot2026.06 | 0.47 | — | 0.42 | |
| DeepSeek-V3.2Mode=Zero-shot2026.06 | 0.47 | — | 0.42 | |
| Qwen3-MaxMode=Zero-shot2026.06 | 0.45 | — | 0.39 | |
| ERNIE-5.0Mode=Zero-shot2026.06 | 0.4 | — | 0.35 | |
| LLaMA-3.3Mode=Zero-shot2026.06 | 0.35 | — | 0.35 |