Zero-Shot Action Recognition on ActivityNet

Metric: Top-1 Accuracy (higher is better)

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#	Model↕	Top-1 Accuracy▼	Extra Data	Paper	Date↕	Code
1	BIKE	86.2	No	Bidirectional Cross-Modal Knowledge Exploration ...	2022-12-31	Code
2	Text4Vis	84.6	No	Revisiting Classifier: Transferring Vision-Langu...	2022-07-04	Code
3	LoCATe-GAT	73.8	No	-	-	Code
4	ResT	32.5	No	Cross-modal Representation Learning for Zero-sho...	2022-05-03	-
5	E2E	26.6	No	Rethinking Zero-shot Video Classification: End-t...	2020-03-03	Code

#1BIKESOTA
86.2
Top-1 Accuracy· 2022-12-31
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models Code
#2Text4VisSOTA
84.6
Top-1 Accuracy· 2022-07-04
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition Code
#3LoCATe-GAT
73.8
Top-1 Accuracy
No paperCode
#4ResTSOTA
32.5
Top-1 Accuracy· 2022-05-03
Cross-modal Representation Learning for Zero-shot Action Recognition
#5E2ESOTA
26.6
Top-1 Accuracy· 2020-03-03
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Code