Scientific Research Generation on ten LLM-agent topics
4.5Derivation ScoreFirstResearch
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FirstResearch2026.07 | 4.5 | 4.9 | 5 | 4.5 | 4.9 | 4.76 | 8.1 | |
| TreeSearchScientist2026.07 | 3.9 | 5 | 4 | 3.7 | 5 | 4.32 | 7.8 | |
| CoScientist2026.07 | 3.9 | 4.9 | 3.7 | 3.9 | 4.5 | 4.18 | 7.8 | |
| AgentLab2026.07 | 3.9 | 4.8 | 3.8 | 3.5 | 4.6 | 4.12 | 7.5 |