← Sound Event Detection

Papers with Code · CC BY-SA 4.0

WildDESED

아카이브 평가 5건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
CRNN (with BEATs + Separation)	PSDS1 (-5dB) 0.134 PSDS1 (0dB) 0.219 PSDS1 (5dB) 0.291 PSDS1 (10dB) 0.356 PSDS1 (Clean) 0.440	Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection 2024-11-02	코드 1
CRNN (with BEATs)	PSDS1 (-5dB) 0.065 PSDS1 (0dB) 0.138 PSDS1 (5dB) 0.236 PSDS1 (10dB) 0.329 PSDS1 (Clean) 0.500	Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection 2024-11-02	코드 1
CRNN (WildDESED + Curriculrm learning)	PSDS1 (-5dB) 0.049 PSDS1 (0dB) 0.114 PSDS1 (5dB) 0.175 PSDS1 (10dB) 0.212 PSDS1 (Clean) 0.265	WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System 2024-07-04	코드 1
CRNN (WildDESED)	PSDS1 (-5dB) 0.048 PSDS1 (0dB) 0.087 PSDS1 (5dB) 0.135 PSDS1 (10dB) 0.175 PSDS1 (Clean) 0.200	WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System 2024-07-04	코드 1
CRNN	PSDS1 (-5dB) 0.017 PSDS1 (0dB) 0.064 PSDS1 (5dB) 0.148 PSDS1 (10dB) 0.222 PSDS1 (Clean) 0.348	WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System 2024-07-04	코드 1