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Benchmarks
Image Classification on MetaShift Cat vs. Dog
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88.8
WGA
OpenCLIP ZS (full image)
53.128
62.389
71.65
80.911
Jun 2, 2026
WGA
Updated 1mo ago
Evaluation Results
Method
Method
Links
WGA
OpenCLIP ZS (full image)
Backbone (attn x emb)=...
2026.06
88.8
A²_ZS
Backbone (attn x emb)=...
2026.06
88.8
TTR
Backbone (attn x emb)=...
2026.06
82.7
LR (full image)
Backbone (attn x emb)=...
2026.06
76.8
A²_LR cross-model
Backbone (attn x emb)=...
2026.06
76.6
DFR
Backbone (attn x emb)=...
2026.06
74.2
iFAM (K=8)
Backbone (attn x emb)=...
2026.06
73.5
iFAM (K=4)
Backbone (attn x emb)=...
2026.06
72.1
A²_LR
Backbone (attn x emb)=...
2026.06
68.3
DFR† + A²
Backbone (attn x emb)=...
2026.06
67.7
DFR
Backbone (attn x emb)=...
2026.06
65.9
LR (full image)
Backbone (attn x emb)=...
2026.06
56
DFR
Backbone (attn x emb)=...
2026.06
54.5
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