Papers with Code · CC BY-SA 4.0

HICO-DET

아카이브 평가 55건 · 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
Ours (PViC+)	mAP 46.49	Dynamic Scene Understanding from Vision-Language Representations 2025-01-20	연결 없음
RLIPv2 (Swin-L)	mAP 45.09	RLIPv2: Fast Scaling of Relational Language-Image Pre-training 2023-08-18	코드 1 · 코드 2 · 코드 3
PViC-SwinL	mAP 44.32	Exploring Predicate Visual Context in Detecting Human-Object Interactions 2023-08-11	코드 1
SOV-STG (Swin-L)	mAP 43.35	Focusing on what to decode and what to train: SOV Decoding with Specific Target Guided DeNoising and Vision Language Advisor 2023-07-05	코드 1 · 코드 2
DiffHOI	mAP 41.50	Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model 2023-05-20	코드 1
ViPLO	mAP 37.22	ViPLO: Vision Transformer based Pose-Conditioned Self-Loop Graph for Human-Object Interaction Detection 2023-04-17	코드 1
FGAHOI	mAP 37.18	FGAHOI: Fine-Grained Anchors for Human-Object Interaction Detection 2023-01-08	코드 1
ERNet	mAP 36.89	ERNet: Efficient and Reliable Human-Object Interaction Detection 2023-01-26	코드 1
CQL+GEN-VLKT-L	mAP 36.03	Category Query Learning for Human-Object Interaction Classification 2023-03-24	코드 1
QAHOI (Swin-L)	mAP 35.78	QAHOI: Query-Based Anchors for Human-Object Interaction Detection 2021-12-16	코드 1
CQL+GEN-VLKT-B	mAP 35.36	Category Query Learning for Human-Object Interaction Classification 2023-03-24	코드 1
Body Part Interactiveness	mAP 35.15	Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection 2022-07-28	코드 1
GEN-VLKT-R101	mAP 34.95	GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection 2022-03-26	코드 1
HOIGen	mAP 34.84 Detection: Full (mAP@0.5) 34.84 Detection: Non-Rare (mAP@0.5) 34.94 Detection: Rare (mAP@0.5) 34.52	Unseen No More: Unlocking the Potential of CLIP for Generative Zero-shot HOI Detection 2024-08-12	코드 1
PViC-R50	mAP 34.69	Exploring Predicate Visual Context in Detecting Human-Object Interactions 2023-08-11	코드 1
HOICLIP	mAP 34.69	HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models 2023-03-28	코드 1
MUREN	mAP 32.87	Relational Context Learning for Human-Object Interaction Detection 2023-04-11	코드 1
RLIP-ParSe (ResNet-50)	mAP 32.84	RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection 2022-09-05	코드 1 · 코드 2 · 코드 3
ParSe (ResNet-101)	mAP 32.76	RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection 2022-09-05	코드 1 · 코드 2 · 코드 3
UPT-R101-DC5	mAP 32.62 Time Per Frame (ms) 124	Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer 2021-12-03	코드 1
DEFR	mAP 32.35	The Overlooked Classifier in Human-Object Interaction Recognition 2021-12-13	연결 없음
UPT-R101	mAP 32.31 Time Per Frame (ms) 61	Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer 2021-12-03	코드 1
STIP (ResNet-50)	mAP 32.22 Time Per Frame (ms) 74	Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection 2022-06-13	코드 1
CDN (ResNet101)	mAP 32.07	Mining the Benefits of Two-stage and One-stage HOI Detection 2021-08-11	코드 1
UPT-R50	mAP 31.66 Time Per Frame (ms) 42	Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer 2021-12-03	코드 1
OCN (ResNet101)	mAP 31.43	Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics 2022-02-01	코드 1
QPIC (ResNet101)	mAP 29.90 Time Per Frame (ms) 63	QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information 2021-03-09	코드 1
QPIC + CPC	mAP 29.63	Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection 2022-04-11	코드 1
SCG (DETR-R101)	mAP 29.26	Spatially Conditioned Graphs for Detecting Human-Object Interactions 2020-12-11	코드 1 · 코드 2
QPIC (ResNet50)	mAP 29.07 Time Per Frame (ms) 46	QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information 2021-03-09	코드 1