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Computational Efficiency Evaluation on Cetacean detection audio recordings

0.494Latency (Compute)ROCCA
-15.7342493.80638203.347312.88762Feb 10, 2026

Evaluation results

MethodLinks
ROCCASystem=CPU2026.020.4940.0616,368—
Animal-SpotSystem=CPU2026.0213.85—789—
Animal-SpotSystem=RTX 20602026.0241.4123.643,9053,491
Whisper-tinySystem=CPU2026.0276.2794.721,527.25—
Whisper-tiny + FTSystem=RTX 2060, Fine-tuning=true2026.02406.2197.41,985423