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Benchmarks
Base-to-new generalization on PatternNet
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97.5
Base Set Score
MaPLe
72.332
78.866
85.4
91.934
Jan 28, 2026
Base Set Score
New Set Score
Harmonic Mean Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Base Set Score
New Set Score
Harmonic Mean Score
MaPLe
Trainable Params=3M
2026.01
97.5
57.8
72.57
APPLeNet
Trainable Params=5M
2026.01
96.5
50.3
66.13
TCP
Trainable Params=0.3M
2026.01
96.2
64.5
77.22
BiMoRS
Trainable Params=1M
2026.01
96.1
66.6
78.67
CoOp
Trainable Params=2048
2026.01
95.59
49.93
65.59
CoCoOp
Trainable Params=0.035M
2026.01
94.8
55.9
70.32
ProGrad
Trainable Params=8192
2026.01
90
63.95
74.77
CLIP
Trainable Params=0
2026.01
73.3
67.7
70.38
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