| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Over-generation attack | 1000 prompts (test) | Succ. @≥ 188.2 | 8 | |
| Property-based retrieval | Prompts (test) | MAP0.48 | 6 | |
| Text-to-Video | 1,024 prompts (held-out) | VQ4.81 | 5 | |
| Panorama Generation | 14 prompts 1000 panoramas of dimensions 512x4608 | Intra-LPIPS0.58 | 4 | |
| Text-to-Image Generation | 400 prompts (test) | HPSv229.0533 | 4 | |
| Steering LLM states | 50 prompts | LogFreq (d)1.6666 | 3 | |
| 3D Scene Editing | 15 distinct single-task prompts | LLM Time10.63 | 3 |