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Benchmarks
Visual Species Recognition on Weeds
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80.7
Accuracy
FSL expert
11.956
29.803
47.65
65.497
Dec 10, 2025
Accuracy
Updated 5mo ago
Evaluation Results
Method
Method
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Accuracy
FSL expert
Backbone=OpenCLIP ViT-...
2025.12
80.7
LMM (All class names)
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
78.1
ZS-VLM
Backbone=OpenCLIP ViT-...
2025.12
47.2
LMM open vocab.
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
17
LMM + Ver.
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
16.6
LMM + CoT
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
14.6
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