Image Classification on ImageNet-1K (With LV-ViT-S)

Metric: Top 1 Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Top 1 Accuracy▼	Extra Data	Paper	Date↕	Code
1	MCTF ($r=8$)	83.5	No	Multi-criteria Token Fusion with One-step-ahead ...	2024-03-15	Code
2	MCTF ($r=12$)	83.4	No	Multi-criteria Token Fusion with One-step-ahead ...	2024-03-15	Code
3	Base (LV-ViT-S)	83.3	No	All Tokens Matter: Token Labeling for Training B...	2021-04-22	Code
4	DynamicViT (90%)	83.3	No	DynamicViT: Efficient Vision Transformers with D...	2021-06-03	Code
5	DynamicViT (80%)	83.2	No	DynamicViT: Efficient Vision Transformers with D...	2021-06-03	Code
6	BAT	83.1	No	Beyond Attentive Tokens: Incorporating Token Imp...	2022-11-21	Code
7	AS-LV-S (70%)	83.1	No	Adaptive Sparse ViT: Towards Learnable Adaptive ...	2022-09-28	Code
8	PPT	83.1	No	PPT: Token Pruning and Pooling for Efficient Vis...	2023-10-03	Code
9	SPViT	83.1	No	SPViT: Enabling Faster Vision Transformers via S...	2021-12-27	Code
10	EViT (70%)	83	No	Not All Patches are What You Need: Expediting Vi...	2022-02-16	Code
11	DynamicViT (70%)	83	No	DynamicViT: Efficient Vision Transformers with D...	2021-06-03	Code
12	DPS-LV-ViT-S	82.9	No	Patch Slimming for Efficient Vision Transformers	2021-06-05	-
13	DiffRate	82.6	No	DiffRate : Differentiable Compression Rate for E...	2023-05-29	Code
14	AS-LV-S (60%)	82.6	No	Adaptive Sparse ViT: Towards Learnable Adaptive ...	2022-09-28	Code
15	dTPS	82.6	No	Joint Token Pruning and Squeezing Towards More A...	2023-04-21	Code
16	EViT (50%)	82.5	No	Not All Patches are What You Need: Expediting Vi...	2022-02-16	Code
17	eTPS	82.5	No	Joint Token Pruning and Squeezing Towards More A...	2023-04-21	Code
18	PS-LV-ViT-S	82.4	No	Patch Slimming for Efficient Vision Transformers	2021-06-05	-
19	MCTF ($r=16$)	82.3	No	Multi-criteria Token Fusion with One-step-ahead ...	2024-03-15	Code