Share your thoughts, 1 month free Claude Pro on usSee more

Image Captioning on IIW-400

84.2Precision

CapMAS

Updated 3d ago

Evaluation Results

Method	Links
CapMAS 2026.04		84.2	67.7	75.1	0
ReflectCAP 2026.04		83.8	72	77.5	2.4
Zero-shot 2026.04		83.6	68.1	75.1	-
CapMAS 2026.04		83.1	57.2	67.8	2
Self-Corr. 2026.04		82.6	69.3	75.4	0.3
Few-shot 2026.04		81.9	71.5	76.3	1.2
CapMAS 2026.04		81	72	76.2	0.5
CapMAS 2026.04		79.3	68.8	73.7	1.1
Self-Corr. 2026.04		79.2	62.6	70	0.2
Zero-shot 2026.04		79.2	72.5	75.7	-
ReflectCAP 2026.04		79.2	73.8	76.4	0.7
Zero-shot 2026.04		78.9	62.6	69.8	-
CapMAS 2026.04		78.6	57.5	66.4	2.1
Self-Corr. 2026.04		78.6	73.6	76	0.3
ReflectCAP 2026.04		78	67.2	72.2	2.4
Few-shot 2026.04		77.1	67.1	71.8	2
ReflectCAP 2026.04		77	71.2	74	1.4
Zero-shot 2026.04		76.3	69.2	72.6	-
Self-Corr. 2026.04		76.3	70	73	0.4
Self-Corr. 2026.04		73.7	58.2	65	0.7
ReflectCAP 2026.04		73.7	64.2	68.6	4.3
CapMAS 2026.04		73.5	63.1	67.9	0.2
Few-shot 2026.04		73.4	74.4	73.9	1.8
Zero-shot 2026.04		72.5	57.8	64.3	-
CapMAS 2026.04		72.2	53.3	61.3	2.2
CapMAS 2026.04		72	57.4	63.9	1.2
Zero-shot 2026.04		71.9	64	67.7	-
Few-shot 2026.04		71.3	72.2	71.8	0.8
Self-Corr. 2026.04		70.2	66.2	68.1	0.4
ReflectCAP 2026.04		69.9	66.4	68.1	0.4
ReflectCAP 2026.04		68.8	62.3	65.4	2.7
Zero-shot 2026.04		68.3	57.9	62.7	-
Few-shot 2026.04		64.9	64.5	64.7	3
ReflectCAP 2026.04		64.8	61.3	63	3.9
Zero-shot 2026.04		64.1	54.9	59.1	-
Self-Corr. 2026.04		63.8	57.3	60.4	2.3
Few-shot 2026.04		63.2	62.1	62.6	1.7
Self-Corr. 2026.04		62.1	54.1	57.8	1.3
Few-shot 2026.04		49.9	56.6	53.1	9.6
Few-shot 2026.04		49.4	52.8	51.1	8