ResearchBenchmarksAudio Geolocation on iNatSounds 4Follow1,355Median Error (km)Ours1,134.962,620.234,105.55,590.77Mar 5, 2026Evaluation ResultsMethodMethodLinksMedian Error (km)City Accuracy (25km)Region Accuracy (200km)Country Accuracy (750km)Continent Accuracy (2500km)OursMode=Audio-onlyMode=Audio-only2026.031,3554.213.834.464.6TaxaBindMode=Audio-onlyMode=Audio-only2026.034,9440.42.211.935.3RFM S2Mode=Audio-onlyMode=Audio-only2026.035,7981.45.516.840.4GeoCLAPMode=Audio-onlyMode=Audio-only2026.036,8560.21.3724.9