ResearchBenchmarksEmotion Diagnosis on EmotionX (test)Emotion Diagnosis on EmotionX (test)Follow40.42F1 (M)APOLO31.465633.790336.11538.4397Jan 20, 2026Evaluation resultsMethodMethodLinksF1 (M)Macro F1APOLOBackbone=Qwen3-32BBackbone=Qwen3-32B2026.0140.4256.42APOLOBackbone=GPT-5-miniBackbone=GPT-5-mini2026.0139.2155.02APOLOBackbone=DeepSeek-V3Backbone=DeepSeek-V32026.0138.8445.99OriginBackbone=Qwen3-32BBackbone=Qwen3-32B2026.0133.7647.49OriginBackbone=GPT-5-miniBackbone=GPT-5-mini2026.0132.8446.38OriginBackbone=DeepSeek-V3Backbone=DeepSeek-V32026.0131.8136.64