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Benchmarks
Visual Task Adaptation on VTAB
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62.66
VTAB Mean Accuracy
TuneCLIP
47.944
51.7645
55.585
59.4055
Jan 14, 2026
VTAB Mean Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
VTAB Mean Accuracy
TuneCLIP
Base Model=SigLIP ViT-...
2026.01
62.66
Baseline
Base Model=SigLIP ViT-...
2026.01
60.39
FastCLIP
Base Model=LAION ViT-B/32
2026.01
55.55
TuneCLIP
Base Model=LAION ViT-B/32
2026.01
55.09
Baseline
Base Model=LAION ViT-B/32
2026.01
55.08
OpenCLIP
Base Model=LAION ViT-B/32
2026.01
54.68
TuneCLIP
Base Model=OpenAI ViT-...
2026.01
54.44
Baseline
Base Model=OpenAI ViT-...
2026.01
53.8
TuneCLIP
Base Model=OpenAI ViT-...
2026.01
53.5
OpenCLIP
Base Model=SigLIP ViT-...
2026.01
53.38
OpenCLIP
Base Model=OpenAI ViT-...
2026.01
52.46
Baseline
Base Model=OpenAI ViT-...
2026.01
51.81
FastCLIP
Base Model=OpenAI ViT-...
2026.01
50.44
FastCLIP
Base Model=SigLIP ViT-...
2026.01
49.93
OpenCLIP
Base Model=OpenAI ViT-...
2026.01
49.23
FastCLIP
Base Model=OpenAI ViT-...
2026.01
48.51
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