End-task performance evaluation on SRA-Bench benchmark leaderboard · SOTA2 Research

End-task performance evaluation on SRA-Bench

71.6TheoremQA ScoreOracle Skill

Evaluation Results

Method	Links
Oracle Skill2026.04		71.6	86.6	51.2	70.9	83.5	55.2	67.2
Oracle Skill2026.04		69.7	85.1	47.1	70.9	73.5	45.5	61.6
LLM Selection2026.04		69.3	81.1	44.1	65.9	82.5	48.1	62.4
Oracle Skill2026.04		68.5	81.1	48.7	68.6	79.7	54.7	64.4
Progressive Disclosure2026.04		68.1	81.1	36.9	72.2	77.1	50.3	59.9
Full-Skill Injection2026.04		68.1	70.5	36.2	70.4	59.5	49	54.3
LLM Selection2026.04		66.8	79.5	45.4	73.5	82.5	49.7	62.8
Oracle Skill2026.04		66.3	78.6	48.2	66.8	78.6	54	63.2
Oracle Skill2026.04		65.9	86.6	52.3	75.8	84.5	57	67.5
Progressive Disclosure2026.04		64.9	74.7	35.5	58.7	71.1	44.7	55.3
Full-Skill Injection2026.04		64.4	72.8	38	68.6	66.2	50.4	56.2
Full-Skill Injection2026.04		64	69.1	30.2	68.6	36.1	41.5	45.5
LLM Selection2026.04		63.1	70	39	62.3	65.7	39.7	53.3
LLM Selection2026.04		62.7	69.7	43.3	58.7	79.4	50.4	59.2
LLM Direct2026.04		61.6	76.1	36.4	66.4	58.2	46.7	53.3
Full-Skill Injection2026.04		60.1	66.1	35	61.9	59.5	52.9	52.7
LLM Direct2026.04		59.6	60.5	30.9	56.5	53.9	45	47.8
LLM Selection2026.04		59	66.7	42.6	55.6	76.3	46.8	56.6
Full-Skill Injection2026.04		58.8	57.2	34.4	59.6	54.6	45.6	48.5
LLM Direct2026.04		57.4	75.9	35	65.5	53.9	43.9	50.8
Progressive Disclosure2026.04		54.8	55.8	27.1	54.7	62.6	42.8	46.7
Progressive Disclosure2026.04		53.3	65.3	29.9	54.3	59.5	45.7	48.5
Progressive Disclosure2026.04		52.7	65.7	26.7	60.1	45	37.7	43.2
LLM Direct2026.04		50.7	75	25.6	56.1	22	36.4	38.8
Oracle Skill2026.04		49.4	69.5	23.3	40.8	62	35.2	44.5
LLM Direct2026.04		49.3	56.1	29.2	52.5	49.6	41.1	43.4
Progressive Disclosure2026.04		36.9	50	16.4	25.1	59.6	31.4	36.3
Full-Skill Injection2026.04		36.5	58.3	13.6	27.8	36.7	34.2	32.7
LLM Selection2026.04		35.1	53.8	19.4	24.7	57	32.1	37
LLM Direct2026.04		32.4	54.6	16.7	22.4	26.9	32.3	29.8