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Visual Prompt Tuning
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FGVC
Visual Prompt Tuning on FGVC
Metric: Mean Accuracy (higher is better)
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Mean Accuracy
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Paper
Date
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Code
1
SPT-Deep(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
86
No
Revisiting the Power of Prompt for Visual Tuning
2024-02-04
-
2
SPT-Shallow(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
84.08
No
Revisiting the Power of Prompt for Visual Tuning
2024-02-04
-
3
SPT-Deep(ViT-B/16_MAE_pretrained_ImageNet-1K)
83.26
No
Revisiting the Power of Prompt for Visual Tuning
2024-02-04
-
4
VPT-Deep(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
83.12
No
Visual Prompt Tuning
2022-03-23
Code
5
GateVPT(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
83
No
Improving Visual Prompt Tuning for Self-supervis...
2023-06-08
Code
6
VPT-Shallow (ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
79.26
No
Visual Prompt Tuning
2022-03-23
Code
7
SPT-Shallow(ViT-B/16_MAE_pretrained_ImageNet-1K)
73.95
No
Revisiting the Power of Prompt for Visual Tuning
2024-02-04
-
8
GateVPT(ViT-B/16_MAE_pretrained_ImageNet-1K)
73.39
No
Improving Visual Prompt Tuning for Self-supervis...
2023-06-08
Code
9
VPT-Deep (ViT-B/16_MAE_pretrained_ImageNet-1K)
72.02
No
Visual Prompt Tuning
2022-03-23
Code
10
VPT-Shallow (ViT-B/16_MAE_pretrained_ImageNet-1K)
57.84
No
Visual Prompt Tuning
2022-03-23
Code
#1
SPT-Deep(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
SOTA
86
Mean Accuracy
· 2024-02-04
Revisiting the Power of Prompt for Visual Tuning
#2
SPT-Shallow(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
84.08
Mean Accuracy
· 2024-02-04
Revisiting the Power of Prompt for Visual Tuning
#3
SPT-Deep(ViT-B/16_MAE_pretrained_ImageNet-1K)
83.26
Mean Accuracy
· 2024-02-04
Revisiting the Power of Prompt for Visual Tuning
#4
VPT-Deep(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
SOTA
83.12
Mean Accuracy
· 2022-03-23
Visual Prompt Tuning
Code
#5
GateVPT(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
83
Mean Accuracy
· 2023-06-08
Improving Visual Prompt Tuning for Self-supervised Vision Transformers
Code
#6
VPT-Shallow (ViT-B/16_MoCo_v3_pretrained_ImageNet-1K)
79.26
Mean Accuracy
· 2022-03-23
Visual Prompt Tuning
Code
#7
SPT-Shallow(ViT-B/16_MAE_pretrained_ImageNet-1K)
73.95
Mean Accuracy
· 2024-02-04
Revisiting the Power of Prompt for Visual Tuning
#8
GateVPT(ViT-B/16_MAE_pretrained_ImageNet-1K)
73.39
Mean Accuracy
· 2023-06-08
Improving Visual Prompt Tuning for Self-supervised Vision Transformers
Code
#9
VPT-Deep (ViT-B/16_MAE_pretrained_ImageNet-1K)
72.02
Mean Accuracy
· 2022-03-23
Visual Prompt Tuning
Code
#10
VPT-Shallow (ViT-B/16_MAE_pretrained_ImageNet-1K)
57.84
Mean Accuracy
· 2022-03-23
Visual Prompt Tuning
Code