OpenCodePapers
zero-shot-action-recognition-on-kinetics
Zero-Shot Action Recognition
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Code
Top-1 Accuracy
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Top-5 Accuracy
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ModelName
ReleaseDate
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Leveraging Temporal Contextualization for Video Action Recognition
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78.1
95.7
TC-CLIP
2024-04-15
Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception
76.8
IMP-MoE-L
2023-05-10
OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition
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75.1
94.6
OST
2023-11-30
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge
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71.6
MAXI
2023-03-15
Orthogonal Temporal Interpolation for Zero-Shot Video Recognition
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70.6
OTI（ViT-L/14）
2023-08-14
VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners
70.1
88.9
VideoCoCa
2022-12-09
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition
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68.9
90.3
Text4Vis
2022-07-04
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models
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68.5
91.1
BIKE
2022-12-31
Expanding Language-Image Pretrained Models for General Video Recognition
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65.2
86.1
X-CLIP
2022-08-04
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
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64.1
85.7
LanguageBind
2023-10-03
LoCATe-GAT: Modeling Multi-Scale Local Context and Action Relationships for Zero-Shot Action Recognition
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58.7
LoCATe-GAT
2024-11-27
Rethinking Zero-shot Action Recognition: Learning from Latent Atomic Actions
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45.9
78.8
JigsawNet
2022-03-28
Elaborative Rehearsal for Zero-shot Action Recognition
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42.1
73.1
ER-ZSAR (ST+Obj)
2021-08-05
Elaborative Rehearsal for Zero-shot Action Recognition
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37.1
69.3
ER-ZSAR (ST)
2021-08-05
DeViSE: A Deep Visual-Semantic Embedding Model
23.8
51.0
DEVISE
2013-12-01
Learning a Deep Embedding Model for Zero-Shot Learning
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23.6
49.5
DEM
2016-11-15
Label-Embedding for Image Classification
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23.4
50.3
ALE
2015-03-30
An embarrassingly simple approach to zero-shot learning
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22.9
48.3
ESZSL
2015-07-06
All About Knowledge Graphs for Actions
22.3
49.7
GCN
2020-08-28
Evaluation of Output Embeddings for Fine-Grained Image Classification
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22.3
48.2
SJE(Word Embedding)
2014-09-30