Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
O.O.D. Classification on Spawrious M2M
Loading...
94
Accuracy
A^2_ZS
65.504
72.902
80.3
87.698
Jun 2, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
A^2_ZS
Backbone (attn × emb)=...
2026.06
94
OpenCLIP ZS (full image)
Backbone=ViT-L-14, Req...
2026.06
92.4
TTR
Backbone=OpenCLIP ViT-...
2026.06
92.1
DFR
Backbone=ViT-G (1.1B),...
2026.06
88
DFR† + A^2
Backbone (attn × emb)=...
2026.06
86.2
iFAM (K=4)
Backbone=ViT-B (86M),...
2026.06
86.1
iFAM (K=8)
Backbone=ViT-B (86M),...
2026.06
86
A^2_LR cross-model
Backbone (attn × emb)=...
2026.06
86
DFR
Backbone=ViT-B (86M),...
2026.06
84.9
A^2_LR
Backbone (attn × emb)=...
2026.06
82.4
LR (full image)
Backbone=ViT-G (1.1B),...
2026.06
79.7
DFR
Backbone=ViT-S (21M),...
2026.06
73.4
LR (full image)
Backbone=ViT-S (21M),...
2026.06
66.6
Feedback
Search any
task
Search any
task