Compliance Classification on CompliVision Average across 3 Domains (test) benchmark leaderboard · SOTA2 Research

Compliance Classification on CompliVision Average across 3 Domains (test)

63.58Macro F1LLaVA-COT

Evaluation Results

Method	Links
LLaVA-COT2026.05		63.58	67.93	100	12.1053
LLaVA-COT2026.05		63.32	68.27	100	10.2467
LLaVA-COT2026.05		58.46	60.73	100	11.146
LLaVA2026.05		57.38	65.67	100	2.3567
LLaVA-Next2026.05		55.51	65.67	100	3.59
LLaVA2026.05		54.79	65.93	100	0.9647
LLaVA-COT2026.05		53.66	55.2	100	7.7487
LLaVA2026.05		49.67	56.2	100	2.0713
LLaVA-Next2026.05		49.47	62.53	96.33	0.9473
LLaMA Vision2026.05		43.41	36.27	82.33	5.8927
LLaMA Vision2026.05		43.32	34.27	79.47	3.2493
LLaVA2026.05		42.66	46.4	100	0.578
LLaVA-Next2026.05		42.11	65.07	100	1.3473
LLaVA-Next2026.05		42.11	65.13	100	3.8513
LLaMA Vision2026.05		34.45	33	93.13	3.6293
LLaMA Vision2026.05		31.61	32.67	98.8	0.7073