| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Peer Review Evaluation | ICLR Papers 2025 | Accuracy71.65 | 8 | |
| Peer Review Evaluation | ICLR Papers 2024 | Accuracy66.1 | 8 | |
| Peer Review Evaluation | ICLR Papers 2023 | Accuracy70.29 | 8 | |
| Peer Review Feedback Generation | ICLR papers | Combined Success Rate45.8 | 6 | |
| Scientific question generation | ICLR papers 2024 (test) | Effectiveness0.54 | 5 |