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Personalized Agentic Social Support on ComPASS-Bench History-based setting

2.83Preference Alignment Score (w/o History)GPT-5.1
1.8942.1372.382.623Apr 20, 2026

Evaluation results

MethodLinks
GPT-5.1Mode=Instant2026.042.832.940.11
GPT-5.1Mode=Reasoning2026.042.772.910.14
Qwen3-32BMode=Reasoning2026.042.62.34-0.26
Gemini-3-ProMode=Instant2026.042.462.620.16
Qwen3-MaxMode=Instant2026.042.462.650.19
Qwen3-32BMode=Instant2026.042.392.22-0.17
Qwen3-8BMode=Reasoning2026.042.372.28-0.09
Claude-Sonnet-4.5Mode=Instant2026.042.362.510.15
DeepSeek-V3.2Mode=Instant2026.042.362.460.1
ComPASS-QwenMode=Instant2026.042.362.50.14
Qwen3-8BMode=Instant2026.042.322.15-0.17
Llama-3.1-8BMode=Instant2026.041.931.75-0.18