Image-to-text retrieval on IMDB benchmark leaderboard · SOTA2 Research

Image-to-text retrieval on IMDB

83.4R@1Cosine

Evaluation Results

Method	Links
Cosine2025.06		83.4	91.4	93.8
Manhattan2025.06		79.1	89.7	92.5
Cosine2025.06		73.4	88.1	91.1
Euclidean2025.06		63.9	82.2	86.6
Manhattan2025.06		49.1	71	78.1
MLP (Contr.)2025.06		35.9	58	63.9
Transformer (Contr.)2025.06		35.4	61.2	69
Euclidean2025.06		31	46.8	52.4
MLP (Contr.)2025.06		19.4	39.3	45.7
Transformer (Contr.)2025.06		18.9	43	53.8
MLP (Contr.)2025.06		2	5.9	10.8
Transformer (Contr.)2025.06		1.7	4.9	11.1
MLP (MSE)2025.06		1	3.9	7.4
Transformer (MSE)2025.06		0.5	2	3.2
Transformer (MSE)2025.06		0.2	4.2	7.6
MLP (MSE)2025.06		0.2	2	3.2
Chi-Square2025.06		0.1	0.1	0.3
Cosine2025.06		0.1	0.6	1.2
Chi-Square2025.06		0	0.4	1.3
Euclidean2025.06		0	0.5	1.2