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Benchmarks
Image Classification on MetaShift Animals
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76.6
Worst Case Accuracy
DFR
48
55.425
62.85
70.275
Jun 2, 2026
Worst Case Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Worst Case Accuracy
DFR
Backbone (attn x emb)=...
2026.06
76.6
LR (full image)
Backbone (attn x emb)=...
2026.06
75.9
DFR
Backbone (attn x emb)=...
2026.06
73.5
DFR† + A²
Backbone (attn x emb)=...
2026.06
72.9
DFR
Backbone (attn x emb)=...
2026.06
72
A²_LR cross-model
Backbone (attn x emb)=...
2026.06
70.8
iFAM (K=4)
Backbone (attn x emb)=...
2026.06
68.8
A²_LR
Backbone (attn x emb)=...
2026.06
67
iFAM (K=8)
Backbone (attn x emb)=...
2026.06
63.5
LR (full image)
Backbone (attn x emb)=...
2026.06
63.2
OpenCLIP ZS (full image)
Backbone (attn x emb)=...
2026.06
58.8
A²_ZS
Backbone (attn x emb)=...
2026.06
54.7
TTR
Backbone (attn x emb)=...
2026.06
49.1
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