Benchmark RadarAI BENCHMARK PROFILE
ENPMR-Bench
Benchmark for emotional need-aware proactive memory retrieval in support agents, with 1,800+ dialogues mapped to Maslow's hierarchy.
- Released
- 2026-05-26
- Readiness
- Paper only
- Primary field
- General AI
Why it matters
Current memory retrieval is factual, neglecting emotional needs. ENPMR-Bench evaluates proactive retrieval for empathetic interaction.
Motivation
Memory-augmented language agents are increasingly deployed in affective applications such as emotional support, where understanding and responding to users' latent emotional needs is critical.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.