Multi-object recognition on COCO (val) benchmark leaderboard · SOTA2 Research

Multi-object recognition on COCO (val)

29.52Exclusive mAPDecoupleGen

Evaluation Results

Method	Links
DecoupleGen2026.05		29.52	66.43	73.52	57
Weighted loss2026.05		28.21	59.89	72.13	55.44
Remove cooccur images2026.05		28.09	60.09	72.25	55.5
DecoupleGen2026.05		27.2	65.56	73.09	56.37
Feature split2026.05		26.76	64.1	72.39	55.74
Feedback Guidance2026.05		25.55	65.01	72.68	56.11
SD Inpainting2026.05		25.34	64.77	72.61	55.85
CAM2026.05		25.09	64.45	72.45	55.87
Class balancing loss2026.05		25.03	64.67	72.35	55.79
Txt2Img Exclusive2026.05		25.01	65.26	72.66	55.96
Blended LD2026.05		24.87	64.77	72.71	55.94
Txt2Img Cooccur2026.05		24.66	64.41	72.87	56.11
Remove cooccur labels2026.05		24.17	64.59	71.59	55.3
Standard2026.05		24.1	64.8	72.54	55.97
Txt2Img Target Class2026.05		23.9	64.87	72.44	55.92
Negative penalty2026.05		23.71	64.61	72.19	55.68
Real Cooccur2026.05		22.69	64	71.28	54.82