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birdid-api

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birdid-api / data /openset /threshold.json

Mohit Kumar

Deploy BirdID API

86cc533 verified about 1 month ago

930 Bytes

{
  "method": "entropy",
  "score": "entropy@T=2",
  "temperature": 2.0,
  "threshold": 5.077694892883301,
  "target_tpr": 0.95,
  "tpr": 0.9501466275659824,
  "auroc": 0.9450439882697947,
  "fpr_near_bird": 0.46153846153846156,
  "fpr_animal": 0.0,
  "fpr_nonanimal": 0.03333333333333333,
  "held_out": {
    "threshold": 5.049897265434265,
    "tpr": 0.9122807017543859,
    "fpr_near_bird": 0.38461538461538464,
    "fpr_animal": 0.0,
    "fpr_nonanimal": 0.0,
    "seed": 42
  },
  "n_id": 341,
  "n_ood": 200,
  "checkpoint": "best_bird_model_inference.pth",
  "manifest_sha256": "d5deab2482502cafaca22dd8ad088af4a831cb755cb34fd7213e69117688061c",
  "created": "2026-08-09",
  "note": "Fitted by scripts/fit_openset.py. Accept an input as one of the 200 known species when score <= threshold. Rerun after changing the checkpoint \u2014 logit scale is checkpoint-specific and a stale threshold silently rejects real birds."
}

	{
	"method": "entropy",
	"score": "entropy@T=2",
	"temperature": 2.0,
	"threshold": 5.077694892883301,
	"target_tpr": 0.95,
	"tpr": 0.9501466275659824,
	"auroc": 0.9450439882697947,
	"fpr_near_bird": 0.46153846153846156,
	"fpr_animal": 0.0,
	"fpr_nonanimal": 0.03333333333333333,
	"held_out": {
	"threshold": 5.049897265434265,
	"tpr": 0.9122807017543859,
	"fpr_near_bird": 0.38461538461538464,
	"fpr_animal": 0.0,
	"fpr_nonanimal": 0.0,
	"seed": 42
	},
	"n_id": 341,
	"n_ood": 200,
	"checkpoint": "best_bird_model_inference.pth",
	"manifest_sha256": "d5deab2482502cafaca22dd8ad088af4a831cb755cb34fd7213e69117688061c",
	"created": "2026-08-09",
	"note": "Fitted by scripts/fit_openset.py. Accept an input as one of the 200 known species when score <= threshold. Rerun after changing the checkpoint \u2014 logit scale is checkpoint-specific and a stale threshold silently rejects real birds."
	}