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Image Captioning Explainability on MS COCO

0.8623Insertion ScoreEAGLE
0.3208760.4614380.6020.742562Sep 26, 2025
Updated 7mo ago

Evaluation results

MethodLinks
EAGLEMLLM=InternVL3.5 4B2025.090.86230.17060.95850.80520.77557.61377.3
EAGLEMLLM=Qwen2.5-VL 7B2025.090.81090.21270.91940.77850.738318.03435.6
EAGLEMLLM=Qwen2.5-VL 3B2025.090.73530.16280.86410.81040.77459.22371.4
EAGLEMLLM=LLaVA-1.5 7B2025.090.63950.20470.72130.80520.779216.31283.2
TAMMLLM=InternVL3.5 4B2025.090.63170.35170.87120.57750.465314.234.6
TAMMLLM=Qwen2.5-VL 7B2025.090.57680.31670.8240.53690.40618.754.9
iGOS++ (w/ GNC)MLLM=InternVL3.5 4B2025.090.51920.39830.86040.57750.518160.0632.7
TAMMLLM=Qwen2.5-VL 3B2025.090.5130.27970.79850.52940.43799.564.2
LLaVA-CAMMLLM=InternVL3.5 4B2025.090.49880.5040.85880.32010.221281.8441.3
iGOS++ (w/ GNC)MLLM=Qwen2.5-VL 7B2025.090.48160.34780.8080.67340.595982.1453.1
LLaVA-CAMMLLM=Qwen2.5-VL 7B2025.090.4170.47710.80410.21760.142844.2624.5
iGOS++ (w/ GNC)MLLM=Qwen2.5-VL 3B2025.090.41410.29010.7250.58220.496758.149.9
iGOS++ (w/ GNC)MLLM=LLaVA-1.5 7B2025.090.40930.38120.60840.66230.558493.1233.5
LLaVA-CAMMLLM=LLaVA-1.5 7B2025.090.40630.40350.60530.24680.116836.7317.1
TAMMLLM=LLaVA-1.5 7B2025.090.3860.41620.59880.18180.142816.61.7
LLaVA-CAMMLLM=Qwen2.5-VL 3B2025.090.34170.45750.72630.10450.062126.0112.8