ResearchBenchmarksImage-to-Text Retrieval on sDCIImage-to-Text Retrieval on sDCIFollow94.7I2T ScoreDreamLIP64.33272.21680.187.984Sep 23, 2025Evaluation resultsMethodMethodLinksI2T ScoreDreamLIPModel=DreamLIPModel=DreamLIP2025.0994.7LSSModel=LSSModel=LSS2025.0991.7NegCLIPModel=NegCLIPModel=NegCLIP2025.0991.3SigLIPModel=SigLIPModel=SigLIP2025.0988LongCLIPModel=LongCLIPModel=LongCLIP2025.0986.4CLIPModel=CLIPModel=CLIP2025.0983CE-CLIPModel=CE-CLIPModel=CE-CLIP2025.0982DCIP1Model=DCIP1Model=DCIP12025.0971.4DACLLMModel=DACLLMModel=DACLLM2025.0965.5