Constraint discovery from data-code pairs on ICDBench benchmark leaderboard · SOTA2 Research

Constraint discovery from data-code pairs on ICDBench

61Passed RateprismaDV

Evaluation Results

Method	Links
prismaDV2026.04		61	2	48	15	17	87.8
prismaDV2026.04		60	3	46	17	20	85.7
prismaDV2026.04		59	4	40	23	27	81.4
prismaDV2026.04		59	4	42	21	25	82.5
prismaDV2026.04		56	6	38	25	31	77.8
deequ2026.04		44	19	27	36	55	61.5
pocketflow-agent2026.04		38	25	32	31	56	57.6
few-shot2026.04		36	27	54	9	36	66.7
swe-agent2026.04		35	28	54	9	37	65.4
few-shot2026.04		34	29	54	9	38	64.2
few-shot2026.04		33	30	59	4	37	66
tensorflow-dv2026.04		32	31	32	31	62	50.8
zero-shot2026.04		30	33	57	6	39	60.6
zero-shot2026.04		30	33	57	6	39	60.6
few-shot2026.04		29	34	52	11	45	56.3
few-shot2026.04		27	36	51	12	48	52.9
zero-shot2026.04		22	41	59	4	45	49.4
zero-shot2026.04		19	44	60	3	47	44.7
zero-shot2026.04		19	44	56	7	51	42.7
isolation-forest2026.04		14	49	51	12	61	31.5
one-class-svm2026.04		0	63	61	2	65	0
stats-novelty2026.04		0	63	63	0	63	0