Text Attribution on Text Regime
92.8PrecisionCohere + LLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Cohere + LLMModel Group=GPT-5.42026.07 | 92.8 | 85.1 | 88.8 | |
| Cohere + VLMModel Group=GPT-5.42026.07 | 91.5 | 72 | 80.6 | |
| LLMModel Group=GPT-5.42026.07 | 72.2 | 61.4 | 66.4 | |
| ColQwen + VLMModel Group=GPT-5.42026.07 | 70.1 | 55.3 | 61.8 | |
| VLMModel Group=GPT-5.42026.07 | 66.6 | 53.9 | 59.6 | |
| Cohere + MULTATTNATTRIB2026.07 | 61.4 | 72.6 | 66.5 |