Composed Image Retrieval on ImageNet-R (test) benchmark leaderboard · SOTA2 Research

Composed Image Retrieval on ImageNet-R (test)

23.77Cartoon R@10FREEDOM

Evaluation Results

Method	Links
FREEDOM2024.12		23.77	48.83	32.84	42.82	25.7	47.59	27.86	48.96	27.54	47.05
CIReVL2024.12		19.2	42.8	22.2	43.1	30.2	41.3	23.4	45	23.75	43.05
KEDs2024.12		14.8	34.2	23.5	34.8	16.5	36.3	17.4	36.4	18	35.4
MagicLens2024.12		13.65	31.31	6.59	19.21	14.8	31.79	10.33	24.82	11.34	26.78
CompoDiff2024.12		13.21	24.06	17.03	26.17	11.22	26.25	11.24	22.96	13.18	24.86
CompoDiff2024.12		12.91	24.4	17.22	26.4	11.57	26.11	11.53	22.54	13.31	24.86
WeiCom2024.12		11.61	24.36	15.24	23.72	8	17.89	13.81	26.18	12.17	23.04
ARTEMIS2024.12		11.42	23.81	15.49	25.44	11.21	24.01	10.84	21.07	12.24	23.58
CLIP4Cir2024.12		10.9	24.12	16.08	25.6	11.01	23.57	10.45	21.86	12.11	23.79
SEARLE2024.12		10.17	30.32	17.02	32	8.23	9.1	11.6	32.41	11.76	30.96
MagicLens2024.12		9.95	22.37	5.07	17.58	11.51	26.76	7.92	19.7	8.61	21.6
CompoDiff2024.12		8.43	20.4	15.73	25.69	11.19	22.48	9.19	18.45	11.14	21.76
Pic2Word2024.12		8.17	20.86	14.08	25.06	8.73	22.07	10.43	23.63	10.35	22.91
Pic2Word2024.12		8	21.9	13.5	25.6	8.7	21.6	10	23.8	10.05	23.23
Pic2Word2024.12		7.35	18.53	12.79	25.54	10.39	22.96	10.24	23.76	10.19	22.7
Text + Image2024.12		1.96	12.91	2.18	10.68	1.34	9.89	1.82	12.15	1.83	11.41
SEARLE2024.12		1.49	12.38	3.78	13.88	1.99	15.34	2.18	15.34	2.36	14.24
Image2024.12		0.31	4.51	0.21	1.73	0.54	5.65	0.33	4.04	0.35	3.98
Text2024.12		0.15	0.95	0.87	3.73	0.71	1.77	0.36	1.89	0.52	2.09