Fine-grained Emotion Classification on StockEmotions v1.0 (test) benchmark leaderboard · SOTA2 Research

Fine-grained Emotion Classification on StockEmotions v1.0 (test)

41.86Depression ScoreRoBERTa-GNN

Evaluation Results

Method	Links
RoBERTa-GNN2026.05		41.86	25.39	26.92	42.85	58.82	41.05	14.41	23.89	45.36	40.14	46.05	49.26	38.01
RoBERTa2026.05		40	28.57	12.5	46.15	61.29	38.5	12.72	33.71	39.43	40.42	47.83	49.7	37.57
GPT-5-MINI2026.05		30.76	21.05	23.8	35.08	32.18	19.74	2	4	3.149	8.75	37.28	30.21	20.67
BERT2026.05		27.69	35.82	33.96	34.48	54.71	22.72	14.28	25.31	35.43	36.46	42.58	35.63	33.25
GPT-52026.05		24	15.38	12.5	35.16	36.36	21.34	3.5	6.28	6.41	13.33	38.44	33.54	20.52
Qwen-3.5-35B2026.05		22.85	21.27	9.7	33.34	35.84	19.87	6.2	6.15	2.98	22.34	32.74	32.44	20.48
BERT-GNN2026.05		18.18	34.04	30.43	35.48	59.45	40.64	23.12	30.02	40.86	50.19	48.25	43.67	37.88