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Benchmarks
Low-Shot Open-Set Domain Generalization on VLCS 5-shot
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79.04
Accuracy
OSLOPROMPT
31.0752
43.5276
55.98
68.4324
Mar 20, 2025
Accuracy
H-score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
H-score
OSLOPROMPT
CLIP-based=true, Venue...
2025.03
79.04
77.34
CLIP + OpenMax (OSR)
CLIP-based=true, Venue...
2025.03
66.25
74.74
ODG-CLIP (ODG)
CLIP-based=true, Venue...
2025.03
62.93
67.2
StyLIP (DG + OSR)
CLIP-based=true, Venue...
2025.03
45.78
48.93
ODG-Net (ODG)
CLIP-based=false, Venu...
2025.03
43.05
37.71
MORGAN (FS-OSR)
CLIP-based=false, Venu...
2025.03
42.16
38.7
2LM (FSDG + OSR)
CLIP-based=false, Venu...
2025.03
41.67
37.36
MEDIC (ODG)
CLIP-based=false, Venu...
2025.03
40.53
34.2
PromptSRC (DG + OSR)
CLIP-based=true, Venue...
2025.03
36.16
32.36
SCI-PD (ODG)
CLIP-based=true, Venue...
2025.03
34.53
30.11
CLIPN (OSR)
CLIP-based=true, Venue...
2025.03
32.92
27.95
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