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Character motivation recognition on CroSS-MR

68.24AccuracyClaude Sonnet 4.5
52.660856.705460.7564.7946Jan 15, 2026

Evaluation results

MethodLinks
Claude Sonnet 4.52026.0168.24
HumanLLM-32BParameters=32B2026.0164.27
Qwen3-32BParameters=32B2026.0163.37
GPT-52026.0162.25
Qwen3-8B (OT+CoSER)Parameters=8B, Training Data=OpenThoughts + CoSER2026.0154.98
HumanLLM-8BParameters=8B2026.0154.23
Qwen3-8BParameters=8B2026.0153.26