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ResearchFormerly WizWand

Emotion Recognition on Main Dataset

68AngerCausal-Feat

Evaluation results

Method	Links
Causal-Feat2026.04		68	68	80	85	79	38	70
Few-shot2026.04		66	52	79	75	77	39	65
Top-Act-Feat2026.04		66	70	80	83	78	36	69
Few-shot2026.04		65	58	80	78	79	39	66
Zero-shot2026.04		65	49	75	83	77	29	63
Few-shot2026.04		64	61	80	82	74	34	66
Causal-Feat2026.04		64	71	81	85	76	49	71
Causal-Feat2026.04		61	68	76	80	76	35	66
Top-Act-Feat2026.04		60	53	74	80	74	33	62
Zero-shot2026.04		57	60	74	84	72	24	62
Top-Act-Feat2026.04		56	67	79	83	76	37	66
Zero-shot2026.04		54	28	72	79	69	28	55