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Concept Detection on COCO (test)

83F1 ScoreSuperAct
53.8861.446976.56Dec 4, 2025

Evaluation results

MethodLinks
SuperActModel=LLaMA-3.2-11B-Vision-Instruct, Concept Type=linear separator2025.1283
PromptModel=LLaMA-3.2-11B-Vision-Instruct, Concept Type=linear separator2025.1269
LastTokModel=LLaMA-3.2-11B-Vision-Instruct, Concept Type=linear separator2025.1268
RandTokModel=LLaMA-3.2-11B-Vision-Instruct, Concept Type=linear separator2025.1261
CLSModel=LLaMA-3.2-11B-Vision-Instruct, Concept Type=linear separator2025.1257
MeanTokModel=LLaMA-3.2-11B-Vision-Instruct, Concept Type=linear separator2025.1255