Reasoning Quality Evaluation on EmoArt salience extension (test) benchmark leaderboard · SOTA2 Research

Reasoning Quality Evaluation on EmoArt salience extension (test)

87.42Dice (Sample Mean)FAB-G

Evaluation Results

Method	Links
FAB-G2026.05		87.42	88.08	84.5	84.54	94.92	95.89	98.59	98.18	76.83	74.64	73.39	75.47	78.79	78.5
SFT2026.05		85.36	83.98	83.23	81.36	96.72	95.78	96.86	95.86	71.43	65.79	72.9	75.88	78.26	73.47
CoT2026.05		78.63	77	76.27	74.18	89.09	89.09	88.55	85.42	64.71	56.7	75.15	85.4	63.87	54.29
CoT2026.05		74.23	72.98	67.29	67.08	85.97	86.21	95.83	97.87	48.78	40	72.53	86.84	33.33	24.46
CoT2026.05		72.49	69.54	70.65	67.31	65.61	59.73	89.14	86.99	64.57	54.09	71.76	82.88	62.18	52.86
CoT2026.05		70.91	68.79	60.85	61.18	84.65	83.49	93.95	94.56	51.24	41.55	69.61	83.11	4.82	3.18
One-Shot2026.05		67.55	65.42	52.76	55.42	83.53	89.81	96.19	98.44	18.95	12.97	62.57	74.27	2.53	1.61
One-Shot2026.05		65.78	62.04	50.05	51.2	86.92	90.83	96.19	98.44	4.49	2.93	52.35	56.2	10.31	7.62
One-Shot2026.05		59.25	52.49	44.2	41.62	69.89	62.98	95.83	97.87	10.99	7.29	41.74	38.34	2.53	1.61
One-Shot2026.05		57.18	51.19	43.57	41.94	47.56	39.47	96.19	98.44	11.11	7.31	57.93	61.22	5.06	3.23