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Benchmarks
Image Classification on Average across 10 datasets
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68.04
Average Accuracy
ManiPT
63.7136
64.8368
65.96
67.0832
Dec 19, 2025
Dec 29, 2025
Jan 9, 2026
Jan 20, 2026
Jan 31, 2026
Feb 11, 2026
Feb 22, 2026
Average Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Average Accuracy
ManiPT
Zero-shot=true, Source...
2026.02
68.04
CLIP-LoRA + ADK
Backbone=ViT-B/16, Tra...
2025.12
67.4
2SFS + ADK
Backbone=ViT-B/16, Tra...
2025.12
67.4
Rep-Adapter + ADK
Backbone=ViT-B/16, Tra...
2025.12
67.1
CoPrompt
Zero-shot=true, Source...
2026.02
66.99
TAP
Zero-shot=true, Source...
2026.02
66.56
TAC
Zero-shot=true, Source...
2026.02
66.53
MaPLe
Zero-shot=true, Source...
2026.02
66.5
CoCoOp
Zero-shot=true, Source...
2026.02
65.74
2SFS
Backbone=ViT-B/16, Tra...
2025.12
65.1
CLIP
Backbone=ViT-B/16, Tra...
2025.12
65
CLIP-LoRA
Backbone=ViT-B/16, Tra...
2025.12
64.6
Rep-Adapter
Backbone=ViT-B/16, Tra...
2025.12
64.3
CoOp
Zero-shot=true, Source...
2026.02
63.88
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