ResearchBenchmarksEmotion-Cause Pair Identification on RECCON (test)Emotion-Cause Pair Identification on RECCON (test)Follow53.61M-F1APOLO37.07441.36745.6649.953Jan 20, 2026Evaluation resultsMethodMethodLinksM-F1APOLOBackbone=DeepSeek-V3Backbone=DeepSeek-V32026.0153.61OriginBackbone=DeepSeek-V3Backbone=DeepSeek-V32026.0145.92APOLOBackbone=Qwen3-32BBackbone=Qwen3-32B2026.0145.72APOLOBackbone=GPT-5-miniBackbone=GPT-5-mini2026.0144.52OriginBackbone=Qwen3-32BBackbone=Qwen3-32B2026.0138.65OriginBackbone=GPT-5-miniBackbone=GPT-5-mini2026.0137.71