Papers with Code · CC BY-SA 4.0

ImageNet VID

아카이브 평가 33건 · 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.

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원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
YOLOV++	MAP 93.2	Practical Video Object Detection via Feature Selection and Aggregation 2024-07-29	코드 1
DiffusionVID (Swin-B)	MAP 92.5	DiffusionVID: Denoising Object Boxes with Spatio-temporal Conditioning for Video Object Detection 2023-10-30	코드 1
Ours (Def. DETR + SwinB)	MAP 91.3	Objects do not disappear: Video object detection by single-frame object location anticipation 2023-08-09	코드 1 · 코드 2
VSTAM	MAP 91.1	Video Sparse Transformer With Attention-Guided Memory for Video Object Detection 2022-06-17	코드 1
TGBFormer (Swin B)	MAP 90.3	TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection 2025-03-18	연결 없음
TransVOD (Swin Base)	MAP 90.1	TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers 2022-01-13	코드 1 · 코드 2 · 코드 3
PTSEFormer (ResNet-101)	MAP 88.1	PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer Towards Video Object Detection 2022-09-06	코드 1
Ours (Def. DETR + R101)	MAP 87.9	Objects do not disappear: Video object detection by single-frame object location anticipation 2023-08-09	코드 1 · 코드 2
YOLOV	MAP 87.5	YOLOV: Making Still Image Object Detectors Great at Video Object Detection 2022-08-20	코드 1
Ours (Faster RCNN + R101)	MAP 87.2	Objects do not disappear: Video object detection by single-frame object location anticipation 2023-08-09	코드 1 · 코드 2
DiffusionVID (ResNet-101)	MAP 87.1	DiffusionVID: Denoising Object Boxes with Spatio-temporal Conditioning for Video Object Detection 2023-10-30	코드 1
DAFA-F (ResNeXt-101)	MAP 85.9	DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection 2022-09-01	연결 없음
ClipVID	MAP 85.8	Identity-Consistent Aggregation for Video Object Detection 2023-08-15	코드 1
HVRNet (ResNeXt101-32x4d)	MAP 85.5	Mining Inter-Video Proposal Relations for Video Object Detection 논문 날짜 미기재	코드 1
MEGA (ResNeXt101)	MAP 85.4	Memory Enhanced Global-Local Aggregation for Video Object Detection 2020-03-26	코드 1 · 코드 2
BoxMask(ResNeXt101)	MAP 84.8	BoxMask: Revisiting Bounding Box Supervision for Video Object Detection 2022-10-12	연결 없음
DAFA-F (ResNet-101)	MAP 84.5	DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection 2022-09-01	연결 없음
Temporal ROI Align (ResNeXt101)	MAP 84.3	Temporal RoI Align for Video Object Recognition 2021-09-08	코드 1
SELSA (ResNeXt-101)	MAP 84.3	Sequence Level Semantics Aggregation for Video Object Detection 2019-07-15	코드 1 · 코드 2
REPP + SELSA (ResNet-101)	MAP 84.2	Robust and Efficient Post-Processing for Video Object Detection (REPP) 2020-10-01	코드 1
HVRNet (ResNest101)	MAP 83.8	Mining Inter-Video Proposal Relations for Video Object Detection 논문 날짜 미기재	코드 1
Tracklet-Conditioned Detection+DCNv2+FGFA	MAP 83.5	Integrated Object Detection and Tracking with Tracklet-Conditioned Detection 2018-11-27	연결 없음
SELSA (ResNet-101)	MAP 82.69	Sequence Level Semantics Aggregation for Video Object Detection 2019-07-15	코드 1 · 코드 2
SLTnet FPN-X101	MAP 82.4	Short-term anchor linking and long-term self-guided attention for video object detection 2021-04-18	코드 1
LSTS (ResNet-101)	MAP 81.7	Learning Where to Focus for Efficient Video Object Detection 2019-11-13	코드 1
BoxMask (ResNet-50)	MAP 80.7	BoxMask: Revisiting Bounding Box Supervision for Video Object Detection 2022-10-12	연결 없음
SparseVOD (ResNet-50)	MAP 80.3	Spatio-Temporal Learnable Proposals for End-to-End Video Object Detection 2022-10-05	연결 없음
REPP + FGFA	MAP 80.1	Robust and Efficient Post-Processing for Video Object Detection (REPP) 2020-10-01	코드 1
FGFA + Seq-NMS	MAP 80.1	Flow-Guided Feature Aggregation for Video Object Detection 2017-03-29	코드 1 · 코드 2
Online TSM	MAP 76.3	TSM: Temporal Shift Module for Efficient Video Understanding 2018-11-20	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13