Papers with Code · CC BY-SA 4.0

KoNViD-1k

아카이브 평가 21건 · 마지막 적재/변경 2026-10-30

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
DOVER (end-to-end)	PLCC 0.905	Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives 2022-11-09	코드 1 · 코드 2 · 코드 3
FasterVQA (fine-tuned)	PLCC 0.898	Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment 2022-10-11	코드 1 · 코드 2 · 코드 3 · 코드 4
DOVER (head-only)	PLCC 0.894	Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives 2022-11-09	코드 1 · 코드 2 · 코드 3
FAST-VQA (finetuned on KonViD-1k)	PLCC 0.892	FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling 2022-07-06	코드 1 · 코드 2 · 코드 3 · 코드 4
ReLaX-VQA (finetuned on KoNViD-1k)	PLCC 0.8668	ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment 2024-07-16	코드 1
SimpleVQA	PLCC 0.860	A Deep Learning based No-reference Quality Assessment Model for UGC Videos 2022-04-29	코드 1
DisCoVQA	PLCC 0.860	DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment 2022-06-20	코드 1
HVS-5M	PLCC 0.8562	HVS Revisited: A Comprehensive Video Quality Assessment Framework 2022-10-09	연결 없음
FAST-VQA (trained on LSVQ only)	PLCC 0.855	FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling 2022-07-06	코드 1 · 코드 2 · 코드 3 · 코드 4
CONVIQT	PLCC 0.849	CONVIQT: Contrastive Video Quality Estimator 2022-06-29	코드 1
ReLaX-VQA	PLCC 0.8473	ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment 2024-07-16	코드 1
ReLaX-VQA (trained on LSVQ only)	PLCC 0.8427	ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment 2024-07-16	코드 1
CONTRIQUE	PLCC 0.842	Image Quality Assessment using Contrastive Learning 2021-10-25	코드 1 · 코드 2
2BiVQA	PLCC 0.835	2BiVQA: Double Bi-LSTM based Video Quality Assessment of UGC Videos 2022-08-31	코드 1
BVQA-2022	PLCC 0.834	Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception 2021-08-19	코드 1 · 코드 2
RAPIQUE	PLCC 0.8175	RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content 2021-01-26	코드 1
VIDEVAL	PLCC 0.7803	UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content 2020-05-29	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
VSFA	PLCC 0.7754	Quality Assessment of In-the-Wild Videos 2019-08-01	코드 1 · 코드 2
PVQ	PLCC 0.770	Patch-VQ: 'Patching Up' the Video Quality Problem 2020-11-27	코드 1
TLVQM	PLCC 0.7688	Two-Level Approach for No-Reference Consumer Video Quality Assessment 2019-06-20	코드 1
ChipQA	PLCC 0.7625	ChipQA: No-Reference Video Quality Prediction via Space-Time Chips 2021-09-17	코드 1