← Semantic Segmentation

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Pothole Mix

아카이브 평가 7건 · 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
Baseline - DeepLabv3+	Validation mIoU 0 .711 Test mIoU 0 .676 Validation Dice Multiclass 0 .814 Test Dice Multiclass 0 .789	SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data 2022-05-26	코드 1
PUCP-MAnet	Validation mIoU 0 .705 Test mIoU 0 .725 Validation Dice Multiclass 0 .810 Test Dice Multiclass 0 .827	SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data 2022-05-26	코드 1
PUCP-Unet	Validation mIoU 0 .698 Test mIoU 0 .720 Validation Dice Multiclass 0 .804 Test Dice Multiclass 0 .824	SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data 2022-05-26	코드 1
PUCP-Unet++	Validation mIoU 0 .694 Test mIoU 0 .731 Validation Dice Multiclass 0 .800 Test Dice Multiclass 0 .832	SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data 2022-05-26	코드 1
HCMUS-SegFormer	Validation mIoU 0 .523 Test mIoU 0 .628 Validation Dice Multiclass 0 .637 Test Dice Multiclass 0 .747	SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data 2022-05-26	코드 1
HCMUS-DeepLabv3+	Validation mIoU 0 .695 Test mIoU 0 .719 Validation Dice Multiclass 0 .802 Test Dice Multiclass 0 .823	SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data 2022-05-26	코드 1
HCMUS-CPS-DLU-Net	Validation mIoU 0 .647 Test mIoU 0 .677 Validation Dice Multiclass 0 .763 Test Dice Multiclass 0 .789	SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data 2022-05-26	코드 1