| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Retrieval | ICLR 2025 (500 papers) | Recall @ 90.172 | 16 | |
| Review Score Generation | ICLR 2025 | Average Review Score6.4 | 10 | |
| Coverage-based Alignment | ICLR 50 submissions 2026 | Str-Cov88.6 | 3 | |
| Score-based Alignment | ICLR 2026 (50 submissions) | R-MSE0.148 | 3 |