birdid-api / data /verifier /threshold.json
Mohit Kumar
Deploy BirdID API
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{
"model": "hf-hub:imageomics/bioclip",
"prompt": "a photo of {sci} with common name {common}.",
"min_score": 0.3298122644424438,
"min_margin": 0.015143853425979615,
"target_precision": 0.9,
"measured": {
"near_bird": {
"n": 130,
"species": 26,
"top1": 0.6384615384615384,
"top5": 0.7384615384615385,
"not_in_vocabulary": 0.19230769230769232,
"top1_when_possible": 0.7904761904761904,
"precision_at_threshold": 0.9146341463414634,
"coverage_at_threshold": 0.780952380952381
},
"id": {
"n": 341,
"top1": 0.436950146627566,
"top5": 0.49560117302052786
}
},
"candidates": 6423,
"labels_sha256": "b50b77b7c3dfe40cd637e8cccdca0173a0a4ddee8867b830ff3c1a566f477f16",
"created": "2026-08-09",
"note": "Fitted by scripts/eval_verifier.py on the labelled ood/near_bird tier of data/openset/manifest.json. Accept a name when similarity >= min_score and margin >= min_margin. Rerun if the BirdNET label file or the prompt template changes."
}