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Visual Counting on Emoji-Count (test)

16.16MAELVLM-Count
8.846858.2109107.575156.9391Dec 1, 2024

Evaluation results

MethodLinks
LVLM-CountBase model=Gemma 3 27B2024.1216.16—21.27
LVLM-CountBase model=GPT-4o2024.1216.57—33.11
Gemma 3 27B2024.1221.39—24.04
GPT-4o2024.1223.57—36.97
LVLM-CountBase model=Qwen2 VL 72B AWQ2024.1224.43—43.38
TFOC2024.1264.64—87.45
Qwen2 VL 72B AWQ2024.1278.05—159.22
Number of the target segmentation masks2024.1282.47—107.98
GPT-4o counting target segmentaion masks2024.12107.72—162.12
CountGD2024.12137.93—156.8
GroundingREC2024.12143.22—158.74
DAVEprm2024.12198.99—208.08