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Benchmarks
Visual Species Recognition on Mollusca
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63.6
Accuracy
FSL expert
17.944
29.797
41.65
53.503
Dec 10, 2025
Accuracy
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
FSL expert
Backbone=OpenCLIP ViT-...
2025.12
63.6
LMM (All class names)
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
45.2
LMM + Ver.
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
37.5
LMM open vocab.
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
35.9
LMM + CoT
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
32
ZS-VLM
Backbone=OpenCLIP ViT-...
2025.12
19.7
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