Image Captioning Explainability on MS COCO benchmark leaderboard · SOTA2 Research

Image Captioning Explainability on MS COCO

0.8623Insertion ScoreEAGLE

Evaluation Results

Method	Links
EAGLE2025.09		0.8623	0.1706	0.9585	0.8052	0.7755	7.61	377.3
EAGLE2025.09		0.8109	0.2127	0.9194	0.7785	0.7383	18.03	435.6
EAGLE2025.09		0.7353	0.1628	0.8641	0.8104	0.7745	9.22	371.4
EAGLE2025.09		0.6395	0.2047	0.7213	0.8052	0.7792	16.31	283.2
TAM2025.09		0.6317	0.3517	0.8712	0.5775	0.4653	14.23	4.6
TAM2025.09		0.5768	0.3167	0.824	0.5369	0.406	18.75	4.9
iGOS++ (w/ GNC)2025.09		0.5192	0.3983	0.8604	0.5775	0.5181	60.06	32.7
TAM2025.09		0.513	0.2797	0.7985	0.5294	0.4379	9.56	4.2
LLaVA-CAM2025.09		0.4988	0.504	0.8588	0.3201	0.2212	81.84	41.3
iGOS++ (w/ GNC)2025.09		0.4816	0.3478	0.808	0.6734	0.5959	82.14	53.1
LLaVA-CAM2025.09		0.417	0.4771	0.8041	0.2176	0.1428	44.26	24.5
iGOS++ (w/ GNC)2025.09		0.4141	0.2901	0.725	0.5822	0.4967	58.1	49.9
iGOS++ (w/ GNC)2025.09		0.4093	0.3812	0.6084	0.6623	0.5584	93.12	33.5
LLaVA-CAM2025.09		0.4063	0.4035	0.6053	0.2468	0.1168	36.73	17.1
TAM2025.09		0.386	0.4162	0.5988	0.1818	0.1428	16.6	1.7
LLaVA-CAM2025.09		0.3417	0.4575	0.7263	0.1045	0.0621	26.01	12.8