| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Prompt Injection Detection | Summ | Detection Rate (TPR/FPR)100 | 8 | |
| Multimodal Summarization | Summ | BLEU-45.69 | 5 | |
| Summarization | Summ Qwen2-7B-Instruct v1 (test) | Acceptance Length (τ)1.5 | 4 | |
| Prompt Localization | Summ | RL Score0.962 | 3 | |
| Summarization | Summ. | Throughput (tokens/s)182.7 | 3 |