Download evaluation/external_baselines.json from eac123/ultrafauna: direct link, hf CLI and curl.
- Browser
- Download file 5.83 kB
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https://huggingface.co/eac123/ultrafauna/resolve/main/evaluation/external_baselines.json
- Command line
-
hf download hf://eac123/ultrafauna/evaluation/external_baselines.json
-
curl -L -o external_baselines.json https://huggingface.co/eac123/ultrafauna/resolve/main/evaluation/external_baselines.json
5.83 kB
| { | |
| "scope": "Matched previously inspected development recordings; not a fresh final test.", | |
| "models": { | |
| "batty": { | |
| "name": "BattyBirdNET EU", | |
| "threshold": 0.521313488483429, | |
| "score": "presence_score", | |
| "calibration": "maximum D1 balanced accuracy; highest threshold on exact ties", | |
| "calibration_dataset": "225 SoundClass D1 clips, separate from scored D2 clips", | |
| "artifact": "BattyBirdNET-EU-256kHz", | |
| "weight_sha256": "cb068eec289541bbc2dbb8c4f2c3c003f11a7905c03382493fb675c2e3ec7957", | |
| "backbone_sha256": "55f3e4055b1a13bfa9a2452731d0d34f6a02d6b775a334362665892794165e4c", | |
| "upstream": "https://github.com/rdz-oss/BattyBirdNET-Analyzer", | |
| "inference_configuration": { | |
| "sample_rate": 256000, | |
| "window_s": 0.5625, | |
| "overlap_s": 0.0, | |
| "sensitivity": 1.0, | |
| "pad_rule": "official Gaussian amplitude .5; RNG seed42 reset for each clip", | |
| "score_rule": "maximum sigmoid logit for each label over all windows", | |
| "location_filter": false | |
| }, | |
| "frozen_calibration_sha256": "47eede82d15cfe4a34bc7baf66d1e51392d5cbfc702ff1b16ea36d5f725ba71e", | |
| "model_metadata_sha256": "d3adfcf9cbcb7046547d8342af8790b1ce7117106ea28584e9df424f7a54bad7" | |
| }, | |
| "batdetect2": { | |
| "name": "BatDetect2 1.3.1", | |
| "threshold": 0.4111495316028595, | |
| "score": "presence_score", | |
| "calibration": "maximum D1 balanced accuracy; highest threshold on exact ties", | |
| "calibration_dataset": "225 SoundClass D1 clips, separate from scored D2 clips", | |
| "artifact": "BatDetect2-UK-default", | |
| "weight_sha256": "c4e399122bb8d99b0ff635b73944709fdaf4fb3f2a69e7b558e6a25ae7e26356", | |
| "backbone_sha256": null, | |
| "upstream": "https://github.com/macaodha/batdetect2", | |
| "inference_configuration": { | |
| "package_version": "1.3.1", | |
| "sample_rate": 256000, | |
| "window_s": 3, | |
| "detection_floor": 1e-06, | |
| "scale_raw_audio": false, | |
| "score_rule": "max detection for presence; max joint class probability for each species (official softmax includes background)" | |
| }, | |
| "frozen_calibration_sha256": "7c91def32a6c0d4962dd2ff46b36ceddd83f7267731fae5e9775fd6f2d3917dc", | |
| "model_metadata_sha256": "fc21b6a5b675b1e19dacf4a129c62bebc09b88637f45dcfb239f7bdac7f86f5c" | |
| }, | |
| "batdetect2_beta": { | |
| "name": "BatDetect2 2.0.0b3", | |
| "threshold": 0.4518626630306244, | |
| "score": "presence_score", | |
| "calibration": "maximum D1 balanced accuracy; highest threshold on exact ties", | |
| "calibration_dataset": "225 SoundClass D1 clips, separate from scored D2 clips", | |
| "artifact": "BatDetect2-2.0.0b3-refreshed", | |
| "weight_sha256": "52e3f329a046e434d16751005b252b4fd1b142b8b63a4edc2740aeb81f48adcf", | |
| "backbone_sha256": null, | |
| "upstream": "https://github.com/macaodha/batdetect2", | |
| "inference_configuration": { | |
| "package_version": "2.0.0b3", | |
| "sample_rate": 256000, | |
| "window_s": 3, | |
| "detection_floor": 1e-06, | |
| "scale_raw_audio": false, | |
| "score_rule": "max detection for presence; max joint class probability for species" | |
| }, | |
| "frozen_calibration_sha256": "01b434b3ef81264041ef355a98b3de3e70d1eed443f1b382f271f2b0e10cb33c", | |
| "model_metadata_sha256": "a2c4beb119848d12be17272c740933e8abb5a6717dab2928a657e99c96e0c819" | |
| } | |
| }, | |
| "metrics": { | |
| "batty": { | |
| "soundclass_D2": { | |
| "n": 225, | |
| "bat_n": 75, | |
| "nonbat_n": 150, | |
| "TP": 66, | |
| "FP": 37, | |
| "TN": 113, | |
| "FN": 9, | |
| "recall": 0.88, | |
| "FPR": 0.24666666666666667, | |
| "AUROC": 0.9152888888888889 | |
| }, | |
| "batspot": { | |
| "n": 404, | |
| "bat_n": 221, | |
| "nonbat_n": 183, | |
| "TP": 184, | |
| "FP": 48, | |
| "TN": 135, | |
| "FN": 37, | |
| "recall": 0.832579185520362, | |
| "FPR": 0.26229508196721313, | |
| "AUROC": 0.8786687436639221 | |
| }, | |
| "mouse_manual": { | |
| "n": 33, | |
| "bat_n": 0, | |
| "nonbat_n": 33, | |
| "TP": 0, | |
| "FP": 21, | |
| "TN": 12, | |
| "FN": 0, | |
| "recall": null, | |
| "FPR": 0.6363636363636364, | |
| "AUROC": null | |
| } | |
| }, | |
| "batdetect2": { | |
| "soundclass_D2": { | |
| "n": 225, | |
| "bat_n": 75, | |
| "nonbat_n": 150, | |
| "TP": 75, | |
| "FP": 4, | |
| "TN": 146, | |
| "FN": 0, | |
| "recall": 1.0, | |
| "FPR": 0.02666666666666667, | |
| "AUROC": 1.0 | |
| }, | |
| "batspot": { | |
| "n": 404, | |
| "bat_n": 221, | |
| "nonbat_n": 183, | |
| "TP": 215, | |
| "FP": 16, | |
| "TN": 167, | |
| "FN": 6, | |
| "recall": 0.9728506787330317, | |
| "FPR": 0.08743169398907104, | |
| "AUROC": 0.9866231486289345 | |
| }, | |
| "mouse_manual": { | |
| "n": 33, | |
| "bat_n": 0, | |
| "nonbat_n": 33, | |
| "TP": 0, | |
| "FP": 23, | |
| "TN": 10, | |
| "FN": 0, | |
| "recall": null, | |
| "FPR": 0.696969696969697, | |
| "AUROC": null | |
| } | |
| }, | |
| "batdetect2_beta": { | |
| "soundclass_D2": { | |
| "n": 225, | |
| "bat_n": 75, | |
| "nonbat_n": 150, | |
| "TP": 74, | |
| "FP": 5, | |
| "TN": 145, | |
| "FN": 1, | |
| "recall": 0.9866666666666667, | |
| "FPR": 0.03333333333333333, | |
| "AUROC": 0.9957333333333332 | |
| }, | |
| "batspot": { | |
| "n": 404, | |
| "bat_n": 221, | |
| "nonbat_n": 183, | |
| "TP": 214, | |
| "FP": 18, | |
| "TN": 165, | |
| "FN": 7, | |
| "recall": 0.9683257918552036, | |
| "FPR": 0.09836065573770492, | |
| "AUROC": 0.9893924783027965 | |
| }, | |
| "mouse_manual": { | |
| "n": 33, | |
| "bat_n": 0, | |
| "nonbat_n": 33, | |
| "TP": 0, | |
| "FP": 25, | |
| "TN": 8, | |
| "FN": 0, | |
| "recall": null, | |
| "FPR": 0.7575757575757576, | |
| "AUROC": null | |
| } | |
| } | |
| } | |
| } | |