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Visual Species Recognition on Insecta
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63.8
Accuracy
FSL expert
7.848
22.374
36.9
51.426
Dec 10, 2025
Accuracy
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
FSL expert
Backbone=OpenCLIP ViT-...
2025.12
63.8
LMM (All class names)
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
17.3
LMM open vocab.
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
13.5
LMM + Ver.
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
13
LMM + CoT
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
10.9
ZS-VLM
Backbone=OpenCLIP ViT-...
2025.12
10
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