| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SSAD Education | EmoMAS-LLM | Success Rate80 | 14 | 9d ago | |
| DESRD Emergency | Success Rate65 | 14 | 9d ago | ||
| SSD Medical | Success Rate86 | 14 | 9d ago | ||
| CRAD Debt | EmoMAS-LLM | Success Rate100 | 14 | 9d ago | |
| AmazonHistoryPrice evaluated against gpt-5.4-high-reasoning seller (test) | Qwen3-30B-A3B-Instruct-2507-trained | Reward0.408 | 7 | 5d ago | |
| Craigslist Bargain single-turn | Steered (STAR) | Agreement Rate4.2 | 3 | 1mo ago |
