Video Classification on Breakfast

Metric: Accuracy (%) (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Accuracy (%)▼	Extra Data	Paper	Date↕	Code
1	HERMES	95.2	No	HERMES: temporal-coHERent long-forM understandin...	2024-08-30	Code
2	MA-LMM	93	No	MA-LMM: Memory-Augmented Large Multimodal Model ...	2024-04-08	Code
3	S5	90.7	No	Selective Structured State-Spaces for Long-Form ...	2023-03-25	-
4	TranS4mer	90.27	No	Efficient Movie Scene Detection using State-Spac...	2022-12-29	Code
5	D-Sprv.	89.9	No	Learning To Recognize Procedural Activities with...	2022-01-26	Code
6	ViS4mer	88.2	No	Long Movie Clip Classification with State-Space ...	2022-04-04	Code
7	GHRM	75.5	No	-	-	-
8	Timeception	71.3	No	Timeception for Complex Action Recognition	2018-12-04	Code
9	VideoGraph	69.5	No	VideoGraph: Recognizing Minutes-Long Human Activ...	2019-05-13	-

#1HERMESSOTA
95.2
Accuracy (%)· 2024-08-30
HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics Code
#2MA-LMMSOTA
93
Accuracy (%)· 2024-04-08
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding Code
#3S5SOTA
90.7
Accuracy (%)· 2023-03-25
Selective Structured State-Spaces for Long-Form Video Understanding
#4TranS4merSOTA
90.27
Accuracy (%)· 2022-12-29
Efficient Movie Scene Detection using State-Space Transformers Code
#5D-Sprv.SOTA
89.9
Accuracy (%)· 2022-01-26
Learning To Recognize Procedural Activities with Distant Supervision Code
#6ViS4mer
88.2
Accuracy (%)· 2022-04-04
Long Movie Clip Classification with State-Space Video Models Code
#7GHRM
75.5
Accuracy (%)
No paper
#8TimeceptionSOTA
71.3
Accuracy (%)· 2018-12-04
Timeception for Complex Action Recognition Code
#9VideoGraph
69.5
Accuracy (%)· 2019-05-13
VideoGraph: Recognizing Minutes-Long Human Activities in Videos