Image Captioning on M2RAG benchmark leaderboard · SOTA2 Research

Image Captioning on M2RAG

23.47BLEU-1Ours-top3

Evaluation Results

Method	Links
Ours-top32026.04		23.47	17.46	13.74	11.36	42.91	24.1	41.24	136.44
Ours-top12026.04		22.82	17.14	13.32	10.95	42.45	23.02	40.49	134.05
jinarerank-top32026.04		19.39	13.05	9.47	7.42	38.05	18.31	35.74	96.66
jinarerank-top12026.04		18.66	12.77	9.57	7.18	35.84	16.82	33.81	99.06
top32026.04		17.15	11.41	7.9	5.89	36.09	16.89	34.57	84.41
Ours-top12026.04		17.01	10.65	7.91	6.61	34.05	17.35	30.32	82.52
top12026.04		16.98	11.35	8.44	6.44	35.75	16.31	33.81	83.62
top02026.04		16.18	10.46	7.56	5.68	34.16	15.43	32.58	79.41
Ours-top32026.04		15.31	9.77	7.1	5.58	31.24	16.29	28.5	73.66
Ours-top32026.04		15.12	8.64	5.84	4.79	32.04	15.38	28.29	64
Ours-top12026.04		14.71	8.21	5.68	4.12	29.19	13.86	26.62	50
jinarerank-top12026.04		13.37	8.75	6.14	4.78	29.15	13.81	26.48	60.54
Ours-top32026.04		13.17	8.18	5.95	4.43	29.85	12.84	25.96	57.78
Ours-top12026.04		12.73	8.45	6.33	4.63	30.01	13.73	26.75	65.59
jinarerank-top32026.04		12.62	7.16	4.56	3.49	27.82	11.86	25.43	45.73
top12026.04		12.08	7.78	5.66	4.78	28.25	13.05	25.72	65.27
jinarerank-top12026.04		11.9	6.86	4.41	3.08	25.1	9.39	22.68	43.27
top02026.04		11.76	6.69	4.37	3.07	23.66	9.42	21.47	45.09
top32026.04		11.75	6.92	4.93	3.7	26.99	10.77	24.55	46.64
top12026.04		11.63	6.1	3.58	2.53	25.21	8.68	22.64	40.29
jinarerank-top32026.04		11.43	6.63	3.94	2.99	27.91	11.98	24.11	40.73
top32026.04		10.96	6.24	3.61	2.75	27.12	12.43	24.33	41.46
jinarerank-top32026.04		10.05	5.98	4.1	3.02	25.79	10.68	22.91	44.6
jinarerank-top12026.04		9.55	5.65	3.91	2.8	26.26	9.94	23.44	42.08
top32026.04		9.3	5.52	3.85	2.84	23.99	9.74	21.87	35.48
top12026.04		8.99	5.32	3.78	2.82	22.17	8.43	20.01	40.34
top02026.04		8.97	4.46	2.84	2.03	20.05	6.64	18.2	19.51
top02026.04		6.42	3.08	2.02	1.63	19.17	5.34	17.33	18.98