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Phase recognition on StrasBypass70 (test)
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46.7
Top-1 Accuracy
PeskaVLP
2.084
13.667
25.25
36.833
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
46.7
28.6
HecVL
Pretraining dataset=SV...
2024.05
26.9
18.3
HecVL
Pre-training Dataset=S...
2024.09
26.9
18.3
CLIP
Pre-training Dataset=C...
2024.09
16.9
5.5
CLIP*
Pretraining dataset=SV...
2024.05
15.8
8.6
CLIP
Pre-training Dataset=S...
2024.09
15.8
8.6
CLIP
Pretraining dataset=CL...
2024.05
12
6.8
SurgVLP
Pretraining dataset=SV...
2024.05
10.8
6.9
SurgVLP
Pre-training Dataset=S...
2024.09
10.8
6.9
CLIP**
Pretraining dataset=SV...
2024.05
6.3
3.5
CLIP
Pre-training Dataset=S...
2024.09
6.3
3.5
MIL-NCE
Pre-training Dataset=H...
2024.09
5.6
3.1
MIL-NCE
Pretraining dataset=Ho...
2024.05
3.8
2.7
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