| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| LLM Watermark Spoofing | PF | SSR62 | 20 | |
| AC Power Flow | PFΔ case500 (test) | Success Rate30 | 5 | |
| Autoregressive Super-resolution | PF100 50 → 100 Cahn-Hilliard phase-field (test) | RL20.32 | 5 | |
| Watermark Spoofing | PF Sampling-based distortion-free watermark | SSR62 | 4 | |
| Watermark Removal | PF 1500 tokens (test) | ESR77.8 | 3 | |
| Watermark Removal | PF 500 tokens (test) | ESR81.8 | 3 | |
| Graph classification | PF standard | Accuracy73.6 | 3 |