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ResearchFormerly WizWand

Object Detection on Tropical Fruits (test)

50.73AP50CropVLM
14.69424.049533.40542.7605May 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CropVLMType=Open Vocabulary, Backbone=ResNet50 + ViT, Protocol=zero-shot2026.0550.7346.03
GDINOType=Open Vocabulary, Backbone=ViT, Protocol=zero-shot2026.0534.8934.89
CFMType=Open Vocabulary, Backbone=ResNet50 + ViT, Protocol=zero-shot2026.0532.3125.82
RCNNType=Closed Vocabulary, Backbone=ResNet50, Protocol=zero-shot2026.0524.7524.31
RNCDLType=Open Vocabulary, Backbone=ResNet50, Protocol=zero-shot2026.0524.6924.39
DETRType=Closed Vocabulary, Backbone=ResNet101, Protocol=zero-shot2026.0524.6824.49
OV-DETRType=Open Vocabulary, Backbone=ResNet50 + ViT, Protocol=zero-shot2026.0524.124.45
YOLOv8Type=Closed Vocabulary, Backbone=CSPDarknet53, Protocol=zero-shot2026.0523.5423.37
DetProType=Open Vocabulary, Backbone=ResNet50, Protocol=zero-shot2026.0522.4718.57
YOLOv9Type=Closed Vocabulary, Backbone=CSPDarknet-X, Protocol=zero-shot2026.0516.0816.08