2D Classification on ViSal

Metric: Average MAE (lower is better)

LeaderboardDataset

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#	Model↕	Average MAE▲	Augmentations	Paper	Date↕	Code
1	RealFlow	0.01	Yes	Transforming Static Images Using Generative Mode...	2024-11-21	-
2	UFO	0.011	No	A Unified Transformer Framework for Group-based ...	2022-03-09	Code
3	SSAV	0.021	No	-	-	Code
4	PDB	0.032	Yes	-	-	-
5	FGRN	0.045	Yes	-	-	-
6	MBNM	0.047	Yes	-	-	-
7	MSTM	0.095	Yes	-	-	Code
8	SAGM	0.105	Yes	-	-	-
9	MB+M	0.129	Yes	-	-	-
10	TIMP	0.17	Yes	-	-	-

#1RealFlowSOTA
0.01
Average MAE· Augmentations· 2024-11-21
Transforming Static Images Using Generative Models for Video Salient Object Detection
#2UFOSOTA
0.011
Average MAE· 2022-03-09
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Code
#3SSAV
0.021
Average MAE
No paperCode
#4PDB
0.032
Average MAE· Augmentations
No paper
#5FGRN
0.045
Average MAE· Augmentations
No paper
#6MBNM
0.047
Average MAE· Augmentations
No paper
#7MSTM
0.095
Average MAE· Augmentations
No paperCode
#8SAGM
0.105
Average MAE· Augmentations
No paper
#9MB+M
0.129
Average MAE· Augmentations
No paper
#10TIMP
0.17
Average MAE· Augmentations
No paper