AI benchmarks and leaderboards are different things
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OpenCompass Hub
Shell
Targeting overlooked implicit risks in vertical domains (Education, Finance, Management), we introduce an implicit risk benchmark and the MENTOR framework. By leveraging Rule Evolution and Activation Steering, MENTOR effectively detects and mitigates these subtle hazards.
Evaluation context and evidence
- Source
- OpenCompass Hub
- Publisher
- 华东师范大学 &上海人工智能实验室
- Benchmark release
- 2025-12-25
- Collected
- 2026-08-18
- Modality
- Not recorded
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 0
This source record has no numeric results in our collection. That does not mean a score of zero or that no public results exist. Consult the original resources above.