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Phase recognition on BernBypass70 (test)
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45.7
Top-1 Accuracy
PeskaVLP
0.668
12.359
24.05
35.741
May 16, 2024
Jun 7, 2024
Jun 30, 2024
Jul 23, 2024
Aug 15, 2024
Sep 7, 2024
Sep 30, 2024
Top-1 Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
F1 Score
PeskaVLP
Pre-training Dataset=S...
2024.09
45.7
22.6
HecVL
Pretraining dataset=SV...
2024.05
22.8
13.6
HecVL
Pre-training Dataset=S...
2024.09
22.8
13.6
CLIP*
Pretraining dataset=SV...
2024.05
17.8
7.1
CLIP
Pre-training Dataset=S...
2024.09
17.8
7.1
CLIP
Pre-training Dataset=C...
2024.09
14.8
4.1
SurgVLP
Pretraining dataset=SV...
2024.05
11.4
7.2
SurgVLP
Pre-training Dataset=S...
2024.09
11.4
7.2
CLIP
Pretraining dataset=CL...
2024.05
9.7
5.1
CLIP**
Pretraining dataset=SV...
2024.05
4.9
2.3
CLIP
Pre-training Dataset=S...
2024.09
4.9
2.3
MIL-NCE
Pretraining dataset=Ho...
2024.05
2.5
2
MIL-NCE
Pre-training Dataset=H...
2024.09
2.4
2.1
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