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Benchmarks
O.O.D. Classification on Spawrious O2O
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95.7
Accuracy
DFR
79.892
83.996
88.1
92.204
Jun 2, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
DFR
Backbone=ViT-G (1.1B),...
2026.06
95.7
DFR† + A^2
Backbone (attn × emb)=...
2026.06
95.2
A^2_ZS
Backbone (attn × emb)=...
2026.06
92.8
iFAM (K=4)
Backbone=ViT-B (86M),...
2026.06
92
iFAM (K=8)
Backbone=ViT-B (86M),...
2026.06
91.2
A^2_LR
Backbone (attn × emb)=...
2026.06
91
DFR
Backbone=ViT-B (86M),...
2026.06
90.1
OpenCLIP ZS (full image)
Backbone=ViT-L-14, Req...
2026.06
89.8
A^2_LR cross-model
Backbone (attn × emb)=...
2026.06
89.2
LR (full image)
Backbone=ViT-G (1.1B),...
2026.06
87.8
DFR
Backbone=ViT-S (21M),...
2026.06
86.1
TTR
Backbone=OpenCLIP ViT-...
2026.06
84.4
LR (full image)
Backbone=ViT-S (21M),...
2026.06
80.5
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