Activity Recognition on Charades-Ego

Metric: mAP (higher is better)

LeaderboardDataset

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	LaViLa (Finetuned, TimeSformer-L)	36.1	No	Learning Video Representations from Large Langua...	2022-12-08	Code
2	EgoVLPv2	34.1	No	EgoVLPv2: Egocentric Video-Language Pre-training...	2023-07-11	Code
3	HierVL	33.8	No	HierVL: Learning Hierarchical Video-Language Emb...	2023-01-05	Code
4	EgoVLP	32.1	No	Egocentric Video-Language Pretraining	2022-06-03	Code
5	LaViLa (Zero-shot, TimeSformer-L)	28.9	No	Learning Video Representations from Large Langua...	2022-12-08	Code
6	HierVL (Zero-shot)	26	No	HierVL: Learning Hierarchical Video-Language Emb...	2023-01-05	Code

#1LaViLa (Finetuned, TimeSformer-L)SOTA
36.1
mAP· 2022-12-08
Learning Video Representations from Large Language Models Code
#2EgoVLPv2
34.1
mAP· 2023-07-11
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone Code
#3HierVL
33.8
mAP· 2023-01-05
HierVL: Learning Hierarchical Video-Language Embeddings Code
#4EgoVLPSOTA
32.1
mAP· 2022-06-03
Egocentric Video-Language Pretraining Code
#5LaViLa (Zero-shot, TimeSformer-L)
28.9
mAP· 2022-12-08
Learning Video Representations from Large Language Models Code
#6HierVL (Zero-shot)
26
mAP· 2023-01-05
HierVL: Learning Hierarchical Video-Language Embeddings Code