Papers with Code · CC BY-SA 4.0

UCF101

아카이브 평가 35건 · 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
OTI(ViT-L/14)	Top-1 Accuracy 92.8	Orthogonal Temporal Interpolation for Zero-Shot Video Recognition 2023-08-14	코드 1
IMP-MoE-L	Top-1 Accuracy 91.5	Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception 2023-05-10	연결 없음
MOV (ViT-L/14)	Top-1 Accuracy 87.1	Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models 2022-07-15	연결 없음
VideoCoCa	Top-1 Accuracy 86.6 Top-5 accuracy 98.4	VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners 2022-12-09	연결 없음
BIKE	Top-1 Accuracy 86.6	Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models 2022-12-31	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
Text4Vis	Top-1 Accuracy 85.8	Revisiting Classifier: Transferring Vision-Language Models for Video Recognition 2022-07-04	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
TC-CLIP	Top-1 Accuracy 85.4	Leveraging Temporal Contextualization for Video Action Recognition 2024-04-15	코드 1 · 코드 2
EVA-CLIP-E/14+	Top-1 Accuracy 83.1	EVA-CLIP: Improved Training Techniques for CLIP at Scale 2023-03-27	코드 1 · 코드 2 · 코드 3 · 코드 4
MOV (ViT-B/16)	Top-1 Accuracy 82.6	Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models 2022-07-15	연결 없음
OST	Top-1 Accuracy 79.7	OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition 2023-11-30	코드 1
EZ-CLIP	Top-1 Accuracy 79.1	EZ-CLIP: Efficient Zeroshot Video Action Recognition 2023-12-13	코드 1
MAXI	Top-1 Accuracy 78.2	MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge 2023-03-15	코드 1
LoCATe-GAT	Top-1 Accuracy 76.0	LoCATe-GAT: Modeling Multi-Scale Local Context and Action Relationships for Zero-Shot Action Recognition 2024-11-27	코드 1
VicTR (ViT-B/16)	Top-1 Accuracy 72.4	VicTR: Video-conditioned Text Representations for Activity Recognition 2023-04-05	연결 없음
X-CLIP	Top-1 Accuracy 72.0	Expanding Language-Image Pretrained Models for General Video Recognition 2022-08-04	코드 1 · 코드 2
ResT	Top-1 Accuracy 58.7	Cross-modal Representation Learning for Zero-shot Action Recognition 2022-05-03	연결 없음
AURL	Top-1 Accuracy 58	Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification 2022-03-29	코드 1
JigsawNet	Top-1 Accuracy 56.0	Rethinking Zero-shot Action Recognition: Learning from Latent Atomic Actions 2022-03-28	코드 1
CLASTER	Top-1 Accuracy 53.9	CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition 2021-01-18	연결 없음
ER-ZSAR	Top-1 Accuracy 51.8	Elaborative Rehearsal for Zero-shot Action Recognition 2021-08-05	코드 1
E2E	Top-1 Accuracy 48	Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications 2020-03-03	코드 1
SPOT	Top-1 Accuracy 40.9	Synthetic Sample Selection for Generalized Zero-Shot Learning 2023-04-06	연결 없음
TS-GCN	Top-1 Accuracy 34.2	I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs 2019-07-17	코드 1
O2A	Top-1 Accuracy 30.3	Objects2action: Classifying and localizing actions without any video example 2015-10-23	연결 없음
ASR	Top-1 Accuracy 24.4	Alternative Semantic Representations for Zero-Shot Human Action Recognition 2017-06-28	연결 없음
UR	Top-1 Accuracy 17.5	Towards Universal Representation for Unseen Action Recognition 2018-03-22	연결 없음
IAP	Top-1 Accuracy 16.7	연결 없음 논문 날짜 미기재	연결 없음
DAP	Top-1 Accuracy 15.9	연결 없음 논문 날짜 미기재	연결 없음
MTE	Top-1 Accuracy 15.8	Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation 2016-11-26	연결 없음
ZSECOC	Top-1 Accuracy 15.1	Zero-Shot Action Recognition With Error-Correcting Output Codes 2017-07-01	연결 없음