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Classification on SUN
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72.6
Multi-way Accuracy
DINOv2-ARL
15.816
30.558
45.3
60.042
Mar 2, 2016
Aug 6, 2017
Jan 10, 2019
Jun 15, 2020
Nov 19, 2021
Apr 25, 2023
Sep 28, 2024
Multi-way Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Multi-way Accuracy
DINOv2-ARL
N=20M, Zero-shot=true
2024.09
72.6
DINOv2-MpNet
N=20M, Zero-shot=true
2024.09
71.9
LAION-CLIP ViT-L
N=400M, Zero-shot=true
2024.09
70.9
OpenAI-CLIP ViT-L
N=400M, Zero-shot=true
2024.09
67.7
Ourso-vs-o
Visual Features=GoogLe...
2016.03
62.8
Oursstruct
Visual Features=GoogLe...
2016.03
62.7
LiT L16L
N=112M, Zero-shot=true
2024.09
62.5
Ourscs
Visual Features=GoogLe...
2016.03
52.9
LiTLwA-base
N=0.5M, Zero-shot=true
2024.09
26.5
LiTDA-base
N=0.5M, Zero-shot=true
2024.09
25.6
DAP
Visual Features=GoogLeNet
2016.03
22.2
IAP
Visual Features=GoogLeNet
2016.03
18
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