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Benchmarks
Visual Species Recognition on Aves
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58.2
Accuracy
FSL expert
33.24
39.72
46.2
52.68
Dec 10, 2025
Accuracy
Updated 5mo ago
Evaluation Results
Method
Method
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Accuracy
FSL expert
Backbone=OpenCLIP ViT-...
2025.12
58.2
ZS-VLM
Backbone=OpenCLIP ViT-...
2025.12
44.8
LMM + Ver.
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
36.9
LMM open vocab.
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
36.8
LMM (All class names)
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
35.9
LMM + CoT
LMM=Qwen-2.5-VL-7B-Ins...
2025.12
34.2
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